• Opportunities
  • Free Speech
  • Creativity and Innovation
  • Transparency
  • International
  • Deeplinks Blog
  • Press Releases
  • Legal Cases
  • Whitepapers
  • Annual Reports
  • Action Center
  • Electronic Frontier Alliance
  • Privacy Badger
  • Surveillance Self-Defense
  • Atlas of Surveillance
  • Cover Your Tracks
  • Crocodile Hunter
  • Street Level Surveillance
  • Donate to EFF
  • Giving Societies
  • Other Ways to Give
  • Membership FAQ

Search form

  • Copyright (CC BY)
  • Privacy Policy

internet security research group

Celebrating Ten Years of Encrypting the Web with Let’s Encrypt

A pattern of many green locks.

Ten years ago, the web was a very different place. Most websites didn’t use HTTPS to protect your data. As a result, snoops could read emails or even take over accounts by stealing cookies . But a group of determined researchers and technologists from EFF and the University of Michigan were dreaming of a better world: one where every web page you visited was protected from spying and interference. Meanwhile, another group at Mozilla was working on the same dream. Those dreams led to the creation of Let’s Encrypt and tools like EFF’s Certbot, which simplify protecting websites and make browsing the web safer for everyone.  

There was one big obstacle: to deploy HTTPS and protect a website, the people running that website needed to buy and install a certificate from a certificate authority. Price was a big barrier to getting more websites on HTTPS, but the complexity of installing certificates was an even bigger one.   

In 2013, the Internet Security Research Group (ISRG) was founded , which would soon become the home of Let’s Encrypt, a certificate authority founded to help encrypt the Web. Let’s Encrypt was radical in that it provided certificates for free to anyone with a website. Let’s Encrypt also introduced a way to automate away the risk and drudgery of manually issuing and installing certificates. With the new ACME protocol , anyone with a website could run software (like EFF’s Certbot ) that combine d the steps of getting a certificate and correctly installing it.  

In the time since, Let’s Encrypt and Certbot have been a huge success, with over 250 million active certificates protecting hundreds of millions of websites.

internet security research group

This is a huge benefit to everyone’s online security and privacy. When you visit a website that uses HTTPS, your data is protected by encryption in transit, so nobody but you and the website operator gets to see it. That also prevents snoops from making a copy of your login cookies and taking over accounts.

internet security research group

The most important measure of Let’s Encrypt’s and Certbot’s successes is how much of people’s daily web browsing uses HTTPS. According to Firefox data, 78% of pages loaded use HTTPS. That’s tremendously improved from 27% in 2013 when Let’s Encrypt was founded. There’s still a lot of work to be done to get to 100%. We hope you’ll join EFF and Let’s Encrypt in celebrating the successes of ten years encrypting the web, and the anticipation of future growth and safety online.  

Related Issues

Join eff lists, discover more., related updates.

Encrypt the Web

Should Caddy and Traefik Replace Certbot?

Can free and open source software projects like Caddy and Traefik eventually replace EFF’s Certbot ? Although Certbot continues to be developed, we think tools like these help offer a promising path forward in the further development of a secure and encrypted web. For some users, tools like...

internet security research group

Privacy Isn't Dead. Far From It.

Welcome! The fact that you’re reading this means that you probably care deeply about the issue of privacy, which warms our hearts. Unfortunately, even though you care about privacy, or perhaps because you care so much about it, you may feel that there's not much you (or anyone) can really...

The Last Mile of Encrypting the Web: 2023 Year in Review

At the start of 2023, we sunsetted the HTTPS Everywhere web extension. It encrypted browser communications with websites and made sure users benefited from the protection of HTTPS wherever possible. HTTPS Everywhere ended because all major browsers now offer the functionality to make HTTPS the default. This is due to...

Three pie-eyed.onions play jumprope together, centered in three concentric circles.

EFF Launches the Tor University Challenge

SAN FRANCISCO—Electronic Frontier Foundation (EFF) on Tuesday launched the Tor University Challenge , a campaign urging higher education institutions to support free, anonymous speech by running a Tor network relay. Universities answering this call to defend private access to an uncensored web will receive prizes while helping...

Crossed keys icon with pink & grey starburst pattern in background

Tell the UK’s House of Lords: Protect End-to-End Encryption in the Online Safety Bill

Private communication is a basic, universal right. In the online world, the best tool we have to defend this right is end-to-end encryption. End-to-end encryption ensures that governments, tech companies, social media platforms, and other groups cannot view or access our private messages, the pictures we share with family and...

EU-flag-circuits

eIDAS 2.0 Sets a Dangerous Precedent for Web Security

The Council of the European Union this week adopted new language for regulations governing internet systems that may put the security of your browser at greater risk.The new language affects the EU’s electronic identification, authentication and trust services (eIDAS) rules, which are supposed to enable secure online transactions across countries...

internet security research group

Let's Encrypt Wins Levchin Prize For Work On Internet Security

SAN FRANCISCO—Let’s Encrypt—a project of the nonprofit Internet Security Research Group (ISRG), which is supported by the Electronic Frontier Foundation (EFF) and other sponsors—won the prestigious international Levchin Prize for significant contributions to real-world cryptography.Let’s Encrypt is part of the effort to encrypt the entire internet as a...

What the Duck? Why an EU Proposal to Require "QWACs" Will Hurt Internet Security

It's become easier over the years for websites to improve their security, thanks to tools that allow more people to automate and easily set-up secure measures for web applications and the services they provide. A proposed amendment to Article 45 in the EU’s Digital Identity Framework...

2021 numbers in retro stripes against black

We Encrypted the Web: 2021 Year in Review

In 2010 , EFF launched its campaign to encrypt the entire web —that is, move all websites from non-secure HTTP to the more secure HTTPS protocol. Over 10 years later, 2021 has brought us even closer to achieving that goal. With various measurement sources reporting over 90% of...

EU's Digital Identity Framework Endangers Browser Security

If a proposal currently before the European Parliament and Council passes, the security of HTTPS in your browser may get a lot worse. A proposed amendment to Article 45 in the EU’s Digital Identity Framework (eIDAS) would have major, adverse security effects on millions of users...

Back to top

Follow EFF:

Check out our 4-star rating on Charity Navigator .

  • Internships
  • Diversity & Inclusion
  • Creativity & Innovation
  • EFFector Newsletter
  • Press Contact
  • Join or Renew Membership Online
  • One-Time Donation Online

internet security research group

Logo

Internet Security Research Group (ISRG)

Internet Security Research Group (ISRG)

ISRG's mission is to reduce financial, technological, and educational barriers to secure communication over the Internet.

ISRG was founded in 013 to serve as a home for public-benefit digital infrastructure projects, the first of which was the Let's Encrypt certificate authority.

ISRG is proudly sponsored by a diverse group of organizations, from small businesses and other non-profits to Fortune 100 companies. We aim to set an example for how everyone interested in a more secure Internet can work together to provide digital infrastructure for the public’s benefit. 

Contact Information

  • San Francisco, California USA

Other Information

Please enter your phone number and click "Send" to receive the listing details by SMS. For numbers outside the US, please enter the country code, for e.g. +91. If you do not receive a message, your phone number might be registered in the Do Not Disturb Registry.

For numbers outside the US please enter the country code.

Please enter your phone number and click "Call" to call the listing owner.

CyberSecurity Jobsite

Real Attacks. Real Tools. Real Scenarios. Schedule a demo

Go Cyber

Training that transforms behaviours

Directory of Suppliers

CYRIN

CYRIN® Cyber Range. Real Tools, Real Attacks, Real Scenarios. See why leading educational institutions and companies in the U.S. have begun to adopt the CYRIN® system.

ZenGRC

ZenGRC - the first, easy-to-use, enterprise-grade information security solution for compliance and risk management - offers businesses efficient control tracking, testing, and enforcement.

MIRACL

MIRACL provides the world’s only single step Multi-Factor Authentication (MFA) which can replace passwords on 100% of mobiles, desktops or even Smart TVs.

CSI Consulting Services

CSI Consulting Services

Get Advice From The Experts: * Training * Penetration Testing * Data Governance * GDPR Compliance. Connecting you to the best in the business.

XYPRO Technology

XYPRO Technology

XYPRO is the market leader in HPE Non-Stop Security, Risk Management and Compliance.

Linklaters LLP

Linklaters LLP

Linklaters is an international law firm. Practice areas include Information Management and Data Protection.

Blue Ridge Networks

Blue Ridge Networks

Blue Ridge offers a suite of solutions that enable secure remote access to the enterprise network with protection and control of endpoints.

TrainACE

TrainACE, is a professional computer training school offering courses in information technology with a focus on Advanced Security training.

Dark Cubed

Dark Cubed is an easy-to-use cyber security software as a service (SaaS) platform that deploys instantly and delivers enterprise-grade threat identification and protection at a fraction of the cost.

National Forensic Sciences University (NFSU)

National Forensic Sciences University (NFSU)

National Forensic Sciences University is the world’s first and only University dedicated to Digital Forensic and allied Sciences.

Sadoff E-Recycling & Data Destruction

Sadoff E-Recycling & Data Destruction

Sadoff E-Recycling and Data Destruction protect the environment and your data with proven and trusted electronics recycling and data destruction services.

PeopleSec

PeopleSec specializes in the human element of cybersecurity with a comprehensive set of services designed to maximize your security by educating your workforce as a whole.

IP2Location

IP2Location

IP2Location provide services to identify geolocation by IP address, and to detect IP addresses associated with anonymous proxy servers, which are often used for fraud and spamming purposes.

Ministry of Information and Communications (MIC) - Vietnam

Ministry of Information and Communications (MIC) - Vietnam

The Ministry of Information & Communications of Vietnam is the policy making and regulatory body in the field of information technology and national information and and communication infrastructure.

InfusionPoints

InfusionPoints

InfusionPoints is your independent trusted partner dedicated to assisting you in building your secure and compliant business solutions.

ImmuneBytes

ImmuneBytes

ImmuneBytes is a cutting-edge security startup that aims to provide a secure blockchain environment for a dependable and open Web3 ecosystem.

Diversified Search Group - Alta Associates

Diversified Search Group - Alta Associates

Diversified Search Group is an industry leader in recruiting diverse, inclusive and transformational leadership for clients.

Solvo

Solvo enables security teams and other stakeholders to automatically uncover, prioritize, mitigate and remediate cloud infrastructure access risks.

Cypfer

CYPFER is a global market leader in ransomware post-breach remediation and cyber-attack first response.

TrustMe

TrustMe’s integrated platform for business trust and resilience keeps organizations safe, secure, and trustworthy.

Tenchi Security

Tenchi Security

Tenchi Security are specialized in Third-Party Cyber Risk Management (TPCRM) and aim to reduce information asymmetry when it comes to third and Nth-Party security and compliance risk management.

The Empirical Security Research Group (ESRG) is a research lab in the Stanford Computer Science Department that focuses on Internet security and privacy, online hate and harassment, and the spread of misinformation. We are an empirical lab — we build systems to collect global datasets, analyze data to better understand real-world behavior and problems, and architect more resiliant systems and protocols.

  • Internet Security.    Real-world security outcomes are influenced by a tremendous number of factors ranging from manufacturer inventives to end-user confusion. We study how security plays out in practice and uncover weaknesses that can only be detected in the wild. We have uncovered fundamental flaws in protocols like HTTPS, SSH, and SMTP, and our work has influenced the design of TLS 1.3, the Linux random number generator, browser trust decisions, how CAs generate certificates, and how researchers notify operators of vulnerabilities.
  • Hate and Harassment.    Online hate and harassment is a pernicious problem that impacts Internet users around the world. We study how hate and harassment is spread on major platforms and where current defenses fail to protect users, with the ultimate goal of developing better systems to help people protect themselves from online hate and harassment attacks.
  • Misinformation.    Falsehoods, fake news, conspiracies, and misinformation are often deliberately spread in dense and complex networks across the Internet. We build large-scale systems to identify and analyze misinformation on social media, websites, and decentralized communication networks. Our work has included understanding the role of conspiracy theories in the spread of misinformation and documenting the disproportionate reliance of misinformation websites on particular Internet infrastructure providers.
  • Internet Measurement.    The Internet is a constantly evolving world-wide ecosystem, composed of a myriad of services, network structures, operator configurations, and users. We build new systems and methods to collect and analyze data about the Internet at scale. Our work includes building scanners that identify unexpected Internet services and publically accessible cloud storage buckets, as well as developing a system that classifies organizations that own and operate the Internet.

internet security research group

Joining the Lab

Stanford students. we're always looking for stanford students who are interested in becoming involved with research we have a variety of projects that range from system and model building to data analysis and user research. we expect undergraduate and m.s. students working with the lab to commit a minimum of 8 hours of time to research every week as well as to attend weekly full lab meetings., we typically require that students have taken the introductory course in the topic area that they want to work in (e.g., cs144: introduction to computer networking , cs155: computer and network security , cs 152: trust and safety engineering , or cs229: machine learning ). please reach out to zakir durumeric or liz izhikevich to become involved. you can also browse some of our current projects on curis ., external students. we do not currently have research opportunities for students outside of stanford university, nor do we have influence over admission into stanford programs., software, datasets, and resources.

Network analysis framework that supports 100+ Gbps traffic analysis on a single server with no specialized hardware.

Fast single-packet network scanner for Internet-scale network surveys. ZMap can scan the public IPv4 address space in 45 minutes.

Stateful network scanner that efficiently completes application-layer handshakes and transcribes handshakes to JSON.

Network scanner than quickly detects and fingerprints network protocols and services running on unexpected ports.

High-speed recursive resolver that captures complete DNS resolutions and handles billions of lookups from a single server.

Certificate linter that checks for conformity with RFCs, CA/Browser Forum baseline requirements, and root store policies.

Network scanning platform that learns and predicts the locations of network services on IPv4 hosts across all 65K ports.

Stratosphere

Scanner that harnesses password generation algorithms to guess publicly accessible cloud storage buckets (e.g., S3 buckets).

Dataset of Autonomous Systems and their business categories (e.g., Internet Service Provider vs. Manufacturer).

Dataset of all hosts and services on the public Internet collected through daily Internet-wide scans of 100 protocols on 3,500 ports.

Public data repository for sharing Internet datasets collected through Internet scans, web crawls, and other large-scale measurements.

Publications

Machine-made media: monitoring the mobilization of machine-generated articles on misinformation and mainstream news websites.

  • Hans W. A. Hanley and Zakir Durumeric
  • International AAAI Conference on Web and Social Media (ICWSM), June 2024

Partial Mobilization: Tracking Multilingual Information Flows Amongst Russian Media Outlets and Telegram

Specious sites: tracking the spread and sway of spurious news stories at scale.

  • Hans W. A. Hanley, Deepak Kumar, and Zakir Durumeric
  • 45th IEEE Symposium on Security and Privacy (Oakland), May 2024

TATA: Stance Detection via Topic-Agnostic and Topic-Aware Embeddings

  • The Conference on Empirical Methods in Natural Language Processing (EMNLP), December 2023

Cloud Watching: Understanding Attacks Against Cloud-Hosted Services

  • Liz Izhikevich, Manda Tran, Michalis Kallitsis, Aurore Fass, and Zakir Durumeric
  • ACM Internet Measurement Conference (IMC), October 2023

Stale TLS Certificates: Investigating Precarious Third-Party Access to Valid TLS Keys

  • Zane Ma, Aaron Faulkenberry, Thomas Papastergiou, Zakir Durumeric, Michael Bailey, Angelos Keromytis, Fabian Monrose, and Manos Antonakakis

Democratizing LEO Satellite Network Measurement

  • Liz Izhikevich, Manda Tran, Katherine Izhikevich, Gautam Akiwate, and Zakir Durumeric
  • Preprint, June 2023

Twits, Toxic Tweets, and Tribal Tendencies: Trends in Politically Polarized Posts on Twitter

  • Preprint, May 2023

Sub-Standards and Mal-Practices: Misinformation's Role in Insular, Polarized, and Toxic Interactions

A golden age: conspiracy theories' relationship with misinformation outlets, news media, and the wider internet.

  • ACM Computer-Supported Cooperative Work And Social Computing (CSCW), October 2023

Hate Raids on Twitch: Echoes of the Past, New Modalities, and Implications for Platform Governance

  • Catherine Han, Joseph Seering, Deepak Kumar, Jeff Hancock, and Zakir Durumeric
  • Best Paper Award

Happenstance: Utilizing Semantic Search to Track Russian State Media Narratives about the Russo-Ukrainian War On Reddit

  • International AAAI Conference on Web and Social Media (ICWSM), June 2023

"A Special Operation": A Quantitative Approach to Dissecting and Comparing Different Media Ecosystems' Coverage of the Russo-Ukrainian War

A world wide view of browsing the world wide web.

  • Kimberly Ruth, Aurore Fass, Jonathan Azose, Mark Pearson, Emma Thomas, Caitlin Sadowski, and Zakir Durumeric
  • ACM Internet Measurement Conference (IMC), October 2022

Toppling Top Lists: Evaluating the Accuracy of Popular Website Lists

  • Kimberly Ruth, Deepak Kumar, Brandon Wang, Luke Valenta, and Zakir Durumeric

Retroactive Identification of Targeted DNS Infrastructure Hijacking

  • Gautam Akiwate, Raffaele Sommese, Mattijs Jonker, Zakir Durumeric, kc Claffy, Geoffrey Voelker, and Stefan Savage

ZDNS: A Fast DNS Toolkit for Internet Measurement

  • Liz Izhikevich, Gautam Akiwate, Briana Berger, Spencer Drakontaidis, Anna Ascheman, Paul Pearce, David Adrian, and Zakir Durumeric
  • Community Contribution Award

Retina: Analyzing 100 GbE Traffic on Commodity Hardware

  • Gerry Wan, Fengchen Gong, Tom Barbette, and Zakir Durumeric
  • ACM Special Interest Group on Data Communication (SIGCOMM), August 2022

Predicting IPv4 Services Across All Ports

  • Liz Izhikevich, Renata Teixeira, and Zakir Durumeric

On the Infrastructure Providers that Support Misinformation Websites

  • Catherine Han, Deepak Kumar, and Zakir Durumeric
  • International AAAI Conference on Web and Social Media (ICWSM), June 2022

No Calm in the Storm: Investigating QAnon Website Relationships

Asdb: a system for classifying owners of autonomous systems.

  • Maya Ziv, Liz Izhikevich, Kimberly Ruth, Katherine Izhikevich, and Zakir Durumeric
  • ACM Internet Measurement Conference (IMC), November 2021

Tracing Your Roots: Exploring the TLS Trust Anchor Ecosystem

  • Zane Ma, James Austgen, Joshua Mason, Zakir Durumeric, and Michael Bailey

Stratosphere: Finding Vulnerable Cloud Storage Buckets

  • Jack Cable, Drew Gregory, Liz Izhikevich, and Zakir Durumeric
  • 24th Symposium on Research in Attacks, Intrusions and Defenses (RAID), October 2021

Designing Toxic Content Classification for a Diversity of Perspectives

  • Deepak Kumar, Patrick Kelley, Sunny Consolvo, Joshua Mason, Elie Bursztein, Zakir Durumeric, Kurt Thomas, and Michael Bailey
  • USENIX Symposium on Usable Privacy and Security (SOUPS), August 2021

LZR: Identifying Unexpected Internet Services

  • USENIX Security Symposium , August 2021

What’s in a Name? Exploring CA Certificate Control

  • Zane Ma, Joshua Mason, Manos Antonakakis, Zakir Durumeric, and Michael Bailey

An Empirical Analysis of HTTPS Configuration Security

  • Camelia Simoiu, Wilson Nguyen, Zakir Durumeric
  • Technical Report , 2021

SoK: Hate, Harassment, and the Changing Landscape of Online Abuse

  • Kurt Thomas, Devdatta Akhawe, Michael Bailey, Elie Bursztein, Dan Boneh, Sunny Consolvo, Nicki Dell, Zakir Durumeric, Patrick Gage Kelley, Deepak Kumar, Damon McCoy, Sarah Meiklejohn, Thomas Ristenpart, and Gianluca Stringhini
  • IEEE Symposium on Security and Privacy ("Oakland"), May 2021

On the Origin of Scanning: The Impact of Location on Internet-Wide Scans

  • Gerry Wan, Liz Izhikevich, David Adrian, Katsunari Yoshioka, Ralph Holz, Christian Rossow, Zakir Durumeric
  • ACM Internet Measurement Conference (IMC), October 2020

An Empirical Analysis of California Data Breaches

  • Richard Chen, Zakir Durumeric
  • Technical Report

Let's Encrypt: An Automated Certificate Authority to Encrypt the Entire Web

  • Josh Aas, Richard Barnes, Benton Case, Zakir Durumeric, Peter Eckersley, Alan Flores-Lopez, J. Alex Halderman, Jacob Hoffman-Andrews, James Kasten, Eric Rescorla, Seth Schoen, Brad Warren
  • ACM Conference on Computer and Communications Security (CCS), November 2019

All Things Considered: An Analysis of IoT Devices on Home Networks

  • Deepak Kumar, Kelly Shen, Benton Case, Deepali Garg, Galina Alperovich, Dmitry Kuznetsov, Rajarshi Gupta, Zakir Durumeric
  • USENIX Security Symposium , August 2019

Imperfect Forward Secrecy: How Diffie-Hellman Fails in Practice

  • David Adrian, Karthikeyan Bhargavan, Zakir Durumeric, Pierrick Gaudry, Matthew Green, J. Alex Halderman, Nadia Heninger, Drew Springall, Emmanuel Thomé, Luke Valenta, Benjamin VanderSloot, Eric Wustrow, Santiago Zanella-Beguelin, and Paul Zimmermann
  • Communications of the ACM. January 2019.

Tracking Certificate Misissuance in the Wild

  • Deepak Kumar, Zhengping Wang, Matthew Hyder, Joseph Dickinson, Gabrielle Beck, David Adrian, Joshua Mason, Zakir Durumeric, J. Alex Halderman, Michael Bailey
  • IEEE Symposium on Security and Privacy ("Oakland"), May 2018

Scanning the Internet for Liveness

  • Shehar Bano, Philipp Richter, Mobin Javed, Srikanth Sundaresan, Zakir Durumeric, Steven Murdoch, Richard Mortier, Vern Paxson
  • SIGCOMM Computer Communication Review April 2018 (CCR)
  • IETF Applied Networking Research Prize (ANRP)

Target Generation for IPv6 Scanning

  • Austin Murdock, Frank Li, Paul Bramsen, Zakir Durumeric, Vern Paxson
  • ACM Internet Measurement Conference (IMC), November 2017

Understanding the Mirai Botnet

  • Manos Antonakakis, Tim April, Michael Bailey, Matt Bernhard, Elie Bursztein, Jaime Cochran, Zakir Durumeric, J. Alex Halderman, Luca Invernizzi, Michalis Kallitsis, Deepak Kumar, Chaz Lever, Zane Ma, Joshua Mason, Damian Menscher, Chad Seaman, Nick Sullivan, Kurt Thomas, Yi Zhou
  • USENIX Security Symposium (USENIX Security), August 2017

Security Challenges in an Increasingly Tangled Web

  • Deepak Kumar, Zane Ma, Zakir Durumeric, Ariana Mirian, Joshua Mason,
  • J. Alex Halderman, and Michael Bailey
  • World Wide Web Conference (WWW), April 2017

The Danger of USB Drives

  • Matthew Tischer, Zakir Durumeric, Elie Bursztein, and Michael Bailey
  • IEEE Security & Privacy (S&P Magazine). March 2017.

The Security Impact of HTTPS Interception

  • Zakir Durumeric, Zane Ma, Drew Springall, Richard Barnes, Nick Sullivan, Elie Bursztein, Michael Bailey, J. Alex Halderman, and Vern Paxson
  • Network and Distributed System Security Symposium (NDSS), February 2017

An Internet-Wide View of ICS Devices

  • Ariana Mirian, Zane Ma, David Adrian, Matthew Tischer, Thasphon Chuenchujit, Tim Yardley, Robin Berthier, Josh Mason, Zakir Durumeric, J. Alex Halderman and Michael Bailey
  • IEEE Conference on Privacy, Security and Trust (PST), December 2016

Measuring the Security Harm of TLS Crypto Shortcuts

  • Drew Springall, Zakir Durumeric, and J. Alex Halderman
  • ACM Internet Measurement Conference (IMC), November 2016

Towards a Complete View of the Certificate Ecosystem

  • Benjamin VanderSloot, Johanna Amann, Matthew Bernhard, Zakir Durumeric, Michael Bailey, and J. Alex Halderman

You’ve Got Vulnerability: Exploring Effective Vulnerability Notifications

  • Frank Li, Zakir Durumeric, Jakub Czyz, Mohammad Karami, Michael Bailey, Damon McCoy, Stefan Savage, and Vern Paxson
  • USENIX Security Symposium (USENIX Security), August 2016

FTP: The Forgotten Cloud

  • IEEE/IFIP Conference on Dependable Systems and Networks (DSN), June 2016

Users Really Do Plug in USB Drives They Find

  • Matthew Tischer, Zakir Durumeric, Sam Foster, Sunny Duan, Alec Mori, Elie Bursztein, and Michael Bailey
  • IEEE Symposium on Security & Privacy ("Oakland"), May 2016

Neither Snow Nor Rain Nor MITM... An Empirical Analysis of Email Delivery Security

  • Zakir Durumeric, David Adrian, Ariana Mirian, James Kasten, Kurt Thomas, Vijay Eranti, Nicholas Lidzborski, Elie Bursztein, Michael Bailey, and J. Alex Halderman
  • ACM Internet Measurement Conference (IMC), October 2015
  • ACM Computer and Communications Security (CCS), October 2015

Censys: A Search Engine Backed by Internet-Wide Scanning

  • Zakir Durumeric, David Adrian, Ariana Mirian, Michael Bailey, and J. Alex Halderman

The Matter of Heartbleed

  • Zakir Durumeric, Frank Li, James Kasten, Johanna Amann, Jethro Beekman, Mathias Payer, Nicolas Weaver, David Adrian, Vern Paxson, Michael Bailey, and J. Alex Halderman
  • ACM Internet Measurement Conference (IMC), November 2014

Security Analysis of the Estonian Internet Voting System

  • Drew Springall, Travis Finkenauer, Zakir Durumeric, Jason Kitcat, Harri Hursti, Margaret MacAlpine and J. Alex Halderman
  • ACM Computer and Communications Security (CCS), November 2014

An Internet-Wide View of Internet-Wide Scanning

  • Zakir Durumeric, Michael Bailey, and J. Alex Halderman
  • USENIX Security Symposium (USENIX Security), August 2014

Zippier ZMap: Internet-Wide Scanning at 10 Gbps

  • David Adrian, Zakir Durumeric, Gulshan Singh, and J. Alex Halderman
  • USENIX Workshop on Offensive Technologies (WOOT), August 2014

Outsmarting Proctors with Smartwatches: A Case Study on Wearable Computing Security

  • Alex Migicovsky, Zakir Durumeric, Jeff Ringenberg, and J. Alex Halderman
  • Financial Cryptography and Data Security (Financial Crypto), March 2014

On the Mismanagement and Maliciousness of Networks

  • Jing Zhang, Zakir Durumeric, Michael Bailey, Manish Karir, and Mingyan Liu
  • Network and Distributed System Security Symposium (NDSS), February 2014

Analysis of the HTTPS Certificate Ecosystem

  • Zakir Durumeric, James Kasten, Michael Bailey, and J. Alex Halderman
  • ACM Internet Measurement Conference (IMC), October 2013

ZMap: Fast Internet-Wide Scanning and its Security Applications

  • Zakir Durumeric, Eric Wustrow, and J. Alex Halderman
  • USENIX Security Symposium (USENIX Security), August 2013

Mining Your Ps and Qs: Detection of Widespread Weak Keys in Network Devices

  • Nadia Heninger, Zakir Durumeric, Eric Wustrow, and J. Alex Halderman
  • USENIX Security Symposium (USENIX Security), August 2012

Memory safety for the Internet's most critical infrastructure

Initiatives, tls (rustls).

Let's get the Rustls TLS library ready to replace OpenSSL in as many projects as possible.

Linux Kernel

Let's make it possible to write memory safe drivers for the Linux kernel.

Reverse Proxy (River)

Let's make the network edge memory safe.

DNS (Hickory)

Let's create a memory safe, high performance, fully recursive DNS resolver.

AV1 (rav1d)

Let's create a memory safe AV1 decoder that delivers great performance.

Let's create a memory safe zlib compression library with great performance.

sudo/su (sudo-rs)

Let's make the utilities that mediate privileges safer.

NTP (ntpd-rs)

Let's create a memory safe NTP implementation.

Apache httpd (mod_tls)

Let's make it possible to use memory safe TLS networking in Apache httpd.

Let's make TLS and HTTP networking code in curl memory safe.

Let's improve the tools we use to bring memory safe software to the world.

From our blog

Providing official fedora linux rpm packages for ntpd-rs and sudo-rs.

Memory safe NTP and sudo are now in Fedora Linux.

Rustls Gains OpenSSL and Nginx Compatibility

Nginx users can easily switch from OpenSSL to Rustls for better security.

A Readout from Tectonics

Challenges and solutions for moving forward with memory safety for critical Internet infrastructure.

The Rustls TLS Library Adds Post-Quantum Key Exchange Support

Protecting TLS encryption keys in a post-quantum world.

White House, Craig Newmark Support Memory Safe Software

Growing attention on the solvability of memory safety.

Get Involved

Being part of ambitious work like Prossimo is easier than you might think: 100% of our funding comes from charitable donations from companies and people like you.

When you support Prossimo, you’re helping to create a future for the Web that is more memory safe and more secure - and that benefits everyone using it!

In your Workplace

Bring greater security to your organization by advocating for memory safe code in your organization!

Many organizations match donations to nonprofits made by employees. Check if your organization has a matching program and double your impact!

Become a Funder

Prossimo works to connect maintainers behind the Internet's most critical pieces of software with the people and organizations who want to see Internet security move forward by adopting memory safe languages. Here's the simple framework of how Prossimo works:

  • Identify an initiative that's a good fit for Prossimo
  • Seek funding for the initiative
  • Commence the initiative

By funding, you can support this important work!

Contact us to learn about upcoming Prossimo initiatives: [email protected]

Other Ways to Give

Appreciated securities or mutual fund shares that you’ve owned for more than one year can be excellent charitable gifts.

Please let us know if you are transferring securities at [email protected] . You may also want to email the letter of authorization from your broker.

We accept BTC, BCH, ETH, DOGE, WBTC, and all other currencies supported by BitPay. We are able to accept donations equivalent to $1,000 USD or greater. Please email [email protected] for invoicing.

Recommend a donation to Internet Security Research Group (our parent org) from your gift fund. 100% of your donation will go to support a secure and privacy-respecting Internet.

Exploring the landscape of network security: a comparative analysis of attack detection strategies

  • Original Research
  • Published: 05 May 2024

Cite this article

internet security research group

  • P. Rajesh Kanna   ORCID: orcid.org/0000-0002-0961-3634 1 &
  • P. Santhi 2  

37 Accesses

Explore all metrics

The field of computer networking is experiencing rapid growth, accompanied by the swift advancement of internet tools. As a result, people are becoming more aware of the importance of network security. One of the primary concerns in ensuring security is the authority over domains, and network owners are striving to establish a common language to exchange security information and respond quickly to emerging threats. Given the increasing prevalence of various types of attacks, network security has become a significant challenge in the realm of computing. To address this, a multi-level distributed approach incorporating vulnerability identification, dimensioning, and countermeasures based on attack graphs has been developed. Implementing reconfigurable virtual systems as countermeasures significantly improves attack detection and mitigates the impact of attacks. Password-based authentication, for instance, can be susceptible to password cracking techniques, social engineering attacks, or data breaches that expose user credentials. Similarly, ensuring privacy during data transmission through encryption helps protect data from unauthorized access, but it does not guarantee the prevention of other types of attacks such as malware infiltration or insider threats. This research explores various techniques to achieve effective attack detection. Multiple research methods have been utilized and evaluated to identify the most suitable approach for network security and attack detection in the context of cloud computing. The analysis and implementation of diverse research studies demonstrate that the based signature intrusion detection method outperforms others in terms of precision, recall, F-measure, accuracy, reliability, and time complexity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price includes VAT (Russian Federation)

Instant access to the full article PDF.

Rent this article via DeepDyve

Institutional subscriptions

internet security research group

Similar content being viewed by others

internet security research group

A survey on security challenges in cloud computing: issues, threats, and solutions

internet security research group

Survey of intrusion detection systems: techniques, datasets and challenges

internet security research group

A systematic literature review for network intrusion detection system (IDS)

Data availability.

The authors do not have permission to share data.

Barbhuiya FA, Biswas S, Hubballi N, Nandi S (2011) A host based DES approach for detecting ARP spoofing. In: 2011 IEEE Symposium on Computational Intelligence in Cyber Security (CICS), pp 114–121

Bhatia V, Choudhary S, Ramkumar KR (2020) A comparative study on various intrusion detection techniques using machine learning and neural network. In: 2020 8th international conference on reliability, infocom technologies and optimization (trends and future directions) (ICRITO), Noida, India, 2020, pp 232–236. https://doi.org/10.1109/ICRITO48877.2020.9198008

Bhushan B, Sahoo G (2018) Recent advances in attacks, technical challenges, vulnerabilities and their countermeasures in wireless sensor networks. Wireless Pers Commun 98:2037–2077. https://doi.org/10.1007/s11277-017-4962-0

Article   Google Scholar  

Bhushan B, Sahoo G (2019) Secure Location-Based Aggregator Node Selection Scheme in Wireless Sensor Networks. In: Proceedings of ICETIT 2019. Lecture Notes in Electrical Engineering, vol 605. Springer https://doi.org/10.1007/978-3-030-30577-2_2

Bhushan B, Sahoo G (2020) Requirements, protocols, and security challenges in wireless sensor networks: an industrial perspective. Handbook of computer networks and cyber security: principles and paradigms. Springer, Cham, pp 683–713

Chapter   Google Scholar  

Casola V, De Benedictis A, Rak M, Villano U (2018) Security-by-design in multi-cloud applications: an optimization approach. Inf Sci 454:344–362

Article   MathSciNet   Google Scholar  

Chavan S, Shah K, Dave N, Mukherjee S, Abraham A, Sanyal S (2004) Adaptive neuro-fuzzy intrusion detection systems. In: International conference on information technology: coding and computing, 2004. Proceedings. ITCC 2004, Las Vegas, NV, USA, vol 1. IEEE, pp 70–74. https://doi.org/10.1109/ITCC.2004.1286428

Chen XZ, Zheng QH, Guan XH, Lin CG (2006) Quantitative hierarchical threat evaluation model for network security. J Softw 17(4):885–897

Chen Z, Han F, Cao J, Jiang X, Chen S (2013) Cloud computing-based forensic analysis for collaborative network security management system. Tsinghua Sci Technol 18(1):40–50

Choudhury AJ, Kumar P, Sain M, Lim H, Jae-Lee H (2011) A strong user authentication framework for cloud computing. In: IEEE Asia-Pacific Services Computing Conference (APSCC), pp 110–115

Dinesha HA, Agrawal VK (2012) Multi-level authentication technique for accessing cloud services. In: IEEE International Conference on Computing, Communication and Applications (ICCCA), pp 1–4

Donadio P, Fioccola GB, Canonico R, Ventre G (2014) Network security for Hybrid Cloud. In: Euro Med Telco Conference (EMTC), 2014, pp 1–6

Fathi R, Salehi MA, Leiss EL (2015) User-friendly and secure architecture (UFSA) for authentication of cloud services. In: IEEE 8th International Conference on Cloud Computing (CLOUD), pp 516–523

Han H, Lu XL, Ren LY (2002) Using data mining to discover signatures in network-based intrusion detection. In: Proceedings of the first international conference on machine learning and cybernetics, Beijing (1)

He X, Chomsiri T, Nanda P, Tan Z (2014) Improving cloud network security using the Tree-Rule firewall. Future Gener Comput Syst 30:116–126

He J, Ota K, Dong M, Yang LT, Fan M, Wang G, Yau SS (2017) Customized network security for cloud service. IEEE Trans Serv Comput 13:801–814

Hussein MK, Zainal NB, Jaber AN (2015) Data security analysis for DDoS defense of cloud based networks. In: 2015 IEEE student conference on research and development (SCOReD), pp 305–310. IEEE

Ijaz S, Hashmi FA, Asghar S, Alam M (2017) Vector Based Genetic Algorithm to optimize predictive analysis in network security. Appl Intell 48:1086–1096

Google Scholar  

Jeon J, Park JH, Jeong YS (2020) Dynamic analysis for IoT malware detection with convolution neural network model. IEEE Access 8:96899–96911

Jia X, Liu Y, Yan Y, Wu D (2016) Network security situational awareness method based on capability-opportunity-intent model. Appl Res Comput 6:1775–1779

Jiang S, Kumar R (2004) Failure diagnosis of discrete-event systems with linear-time temporal logic specifications. IEEE Trans Autom Control 49(6):934–945

Jinhua G, Kejian X (2013) ARP spoofing detection algorithm using ICMP protocol. In: 2013 International Conference on Computer Communication and Informatics (ICCCI), pp 1–6

Kaci A, Rachedi A (2019) Mc-Track: a cloud based data oriented vehicular tracking system with adaptive security. In: 2019 IEEE global communications conference (GLOBECOM). IEEE Press, pp 1–6. https://doi.org/10.1109/GLOBECOM38437.2019.901397

Kim H, Kim J, Kim Y, Kim I, Kim KJ (2018) Design of network threat detection and classification based on machine learning on cloud computing. Cluster Comput 22:2341–2350

Kishan L, Ambulgekar HP (2015) Public audit ability and privacy preserving in cloud storage. J Inf Secur Res 6(1):25–33

Ko RKL, Lee BS, Pearson S (2011)Towards achieving accountability, auditability and trust in cloud computing. InInternational conference on advances in computing and communications, pp. 432–444. Springer, Berlin, Heidelberg

Kumar S, Tapaswi S (2012) A centralized detection and prevention technique against ARP poisoning. In 2012 International Conference on Cyber Security, Cyber Warfare and Digital Forensic (CyberSec), pp. 259–264. IEEE

Lai S-F (2016) Design and implementation of cloud security defense system with software defined networking technologies. In 2016 International Conference on Information and Communication Technology Convergence (ICTC). IEEE

Li M, Tuo Y, Huang Y (2016) Cyberspace situation awareness model and application. Communications Technology

Mahajan V, Peddoju SK (2017) Integration of network intrusion detection systems and honeypot networks for cloud security. In: 2017 International Conference on Computing, Communication and Automation (ICCCA), pp 829–834

Mahalle VS, Shahade AK (2014) Enhancing the data security in cloud by implementing hybrid (rsa & aes) encryption algorithm. In: 2014 International Conference on Power, Automation and Communication (INPAC), pp 146–149

Maitlo A, Arain RH, Shaikh RA, Shaikh H, Shah MH, Shah SA, Mahar MH (2018) Optimized hybrid security model using base 64 algorithm in conjunction with substitution cipher to enhance text security. IJCSNS 18(3):93

Massonet P, Deru L, Achour A, Dupont S, Croisez L-M, Levin A, Villari M (2017) Security in lightweight network function virtualisation for federated cloud and IoT. In: 2017 IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud), pp 148–154

Massonet P (2016) Enforcement of global security policies in federated cloud networks with virtual network functions. In: 2016 IEEE 15th International Symposium on Network Computing and Applications (NCA). IEEE

Mishra P, Pilli ES, Varadharajant V, Tupakula U (2016) NvCloudIDS: a security architecture to detect intrusions at network and virtualization layer in cloud environment. In: 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp 56–62

Mitra M, Banerjee P, Barbhuiya FA, Biswas S, Nandi S (2013) IDS for ARP spoofing using LTL based discrete event system framework. Netw Sci 2(3–4):114–134

Mulay M, Surana R, Tibdewal Y (2015) Enhanced security in multi cloud using visual cryptography and secret sharing. Int J Peer Rev Refereed (IJAPRR) 2(2):53–57

Naeem H, Ullah F, Naeem MR, Khalid S, Vasan D, Jabbar S, Saeed S (2020) Malware detection in industrial internet of things based on hybrid image visualization and deep learning model. Ad Hoc Netw 34(2):1–22

Nam SY, Djuraev S, Park M (2013) Collaborative approach to mitigating ARP poisoning-based man-in-the-middle attacks. Comput Netw 57(18):3866–3884

Neminath H, Biswas S, Roopa S, Ratti R, Nandi S, Barbhuiya FA, Sur A, Ramachandran V (2010) A DES approach to intrusion detection system for ARP spoofing attacks. In: 2010 18th Mediterranean Conference on Control & Automation (MED), pp 695–700

Ngo QD, Nguyen HT, Nguyen LC, Nguyen DH (2020) A survey of IoT malware and detection methods based on static features. ICT Express 6(4):280–286

Nikiforakis N, Younan Y, Joosen W (2010) HProxy: Client side detection of SSL striping attack. In Proceedings of the 7th Conference on Detections of Intrusions and Malware & Vulnerability Assessment

Rajesh Kanna P, Santhi P (2021) Unified deep learning approach for efficient intrusion detection system using integrated spatial-temporal features. Knowl-Based Syst 226:107132. https://doi.org/10.1016/j.knosys.2021.107132

Rajesh Kanna P, Santhi P (2022) Hybrid intrusion detection using mapreduce based black widow optimized convolutional long short-term memory neural networks. Expert Syst Appl 194:116545. https://doi.org/10.1016/j.eswa.2022.116545

Rajesh Kanna P, Sindhanaiselvan K, Vijaymeena MK (2017) A defensive mechanism based on PCA to defend denial of-service attack. Int J Sec Appl 11(1):71–82

Rak M, Suri N, Luna J, Petcu D, Casola V, Villano U (2013) Security as a service using an SLA-based approach via SPECS. In: IEEE 5th International Conference on Cloud Computing Technology and Science (CloudCom), vol. 2, pp 1–6

Ramalingam V, Mariappan DB, Gopal R, Baalamurugan KM (2020) An effective social internet of things (SIoT) model for malicious node detection in wireless sensor networks. CRC Press, Boca Raton

Sathish Kumar G, Premalatha K, Uma Maheshwari G, Rajesh Kanna P (2023) No more privacy concern: a privacy-chain based homomorphic encryption scheme and statistical method for privacy preservation of user’s private and sensitive data. Expert Syst Appl 234:121071. https://doi.org/10.1016/j.eswa.2023.121071

Sathish Kumar G, Premalatha K, Uma Maheshwari G, Rajesh Kanna P et al (2024) Differential privacy scheme using Laplace mechanism and statistical method computation in deep neural network for privacy preservation. Eng Appl Artif Intell 128:107399. https://doi.org/10.1016/j.engappai.2023.107399

Schoo P, Fusenig V, Souza V, Melo M, Murray P, Debar H, Medhioub H, Zeghlache D (2010) Challenges for cloud networking security. In International Conference on Mobile Networks and Management, pp. 298–313

Seo JW, Lee SJ (2016) A study on efficient detection of network-based IP spoofing DDoS and malware-infected systems. Springerplus 5(1):1878

Shafiq M, Tian Z, Bashir AK, Du X, Guizani M (2020a) Corrauc: a malicious bot-IoT traffic detection method in IoT network using machine learning techniques. IEEE Internet Things 12(2):1–13

Shafiq M, Tian Z, Sun Y, Du X, Guizani M (2020b) Selection of effective machine learning algorithm and bot-IoT attacks traffic identification for internet of things in smart city. Futur Gener Comput Syst 107:433–442

Sharma C, Kate V (2014) Icarfad: a novel framework for improved network security situation awareness. Int J Comput Appl 87(19):26–31

Sinha P, Jha VK, Rai AK, Bhushan B (2017) Security vulnerabilities, attacks and countermeasures in wireless sensor networks at various layers of OSI reference model: a survey. In 2017 International Conference on Signal Processing and Communication (ICSPC), pp. 288–293. https://doi.org/10.1109/CSPC.2017.8305855

Song MS, Lee JD, Jeong Y-S, Jeong H-Y, Park JH (2014) DS-ARP: a new detection scheme for ARP spoofing attacks based on routing trace for ubiquitous environments. Sci World J 2014:264654

Tian H, Chen Z, Chang CC, Kuribayashi M, Huang Y, Cai Y, Chen Y, Wang T (2017) Enabling public audit ability for operation behaviors in cloud storage. Soft Comput 21(8):2175–2187

Trapero R, Modic J, Stopar M, Taha A, Suri N (2017) A novel approach to manage cloud security SLA incidents. Futur Gener Comput Syst 72:193–205

Wang Q, Wang C, Li J, Ren K, Lou W (2009) Enabling public verifiability and data dynamics for storage security in cloud computing. In European symposium on research in computer security. Springer, Berlin, Heidelberg, pp. 355–370

Wei Y, Hefei YF (2009) A network security situational awareness model based on log audit and performance correction. Chin J Comput 32(4):763–772

Worku SG, Xu C, Zhao J, He X (2014) Secure and efficient privacy-preserving public auditing scheme for cloud storage’. Comput Electr Eng 40(5):1703–1713

Wu H, Ding Y, Winer C, Yao L (2010) Network security for virtual machine in cloud computing. In 2010 5th International Conference on Computer Sciences and Convergence Information Technology (ICCIT), pp. 18–21

Yang J (2012) Network security evaluation model based on cloud computing. In International Conference on Information Computing and Applications. Springer, Berlin, Heidelberg

Zardari MA, Jung LT, Zakaria MN (2013) Hybrid multicloud data security (HMCDS) model and data classification. In: 2013 international conference on advanced computer science applications and technologies, pp 166–171

Zhang L, Peng J, Du Y (2012) Evaluation method summary for information security risk assessment. J Tsinghua Univ (Science and Technology)

Zhao F, Li C, Liu CF (2014) A cloud computing security solution based on fully homomorphic encryption. In 16th International Conference on Advanced Communication Technology (ICACT), pp. 485–488

Zhengbing H, Zhitang L, Jumgi W (2008) A novel Intrusion detection system (NIDS) based on signature search of datamining. In WKDD First International Workshop on Knowledge discovery and Data Ming, pp. 10–16

Download references

Author information

Authors and affiliations.

Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Erode, Tamil Nadu, India

P. Rajesh Kanna

TIFAC-CORE in Cyber Security, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, India

You can also search for this author in PubMed   Google Scholar

Corresponding author

Correspondence to P. Rajesh Kanna .

Ethics declarations

Conflict of interest.

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Additional information

Publisher's note.

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Rajesh Kanna, P., Santhi, P. Exploring the landscape of network security: a comparative analysis of attack detection strategies. J Ambient Intell Human Comput (2024). https://doi.org/10.1007/s12652-024-04794-y

Download citation

Received : 19 February 2020

Accepted : 22 March 2024

Published : 05 May 2024

DOI : https://doi.org/10.1007/s12652-024-04794-y

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Cloud environment
  • Intrusion detection
  • Network security
  • Attack detection
  • Find a journal
  • Publish with us
  • Track your research

Kristin Berdan joins ISRG as new General Counsel

Josh Aas May 16, 2024

Kristin Berdan headshot

We are thrilled to announce that Kristin Berdan is ISRG’s new General Counsel. With her unique and varied legal career and her passion for Internet security, she is a great fit for our organization.

Kristin's journey through the legal profession has been neither linear nor conventional. With an undergraduate focus on extremist politics and terrorism, she initially pursued law school to better understand the systems and institutions that such groups challenge. This led her to a deep interest in intellectual property and international law. She received her Juris Doctor from the University of California at Davis, whose proximity to Silicon Valley led Kristin to a succession of tech-related legal roles across government, academia, and private industry.

Reflecting on her achievements, Kristin views her career as a series of opportunities to contribute positively to the world, from supporting engineers at Lawrence Berkeley National Lab to researching digital threats at Citizen Lab and UC Berkeley, and helping build Internet infrastructure at Google.

When asked about her move to ISRG, Kristin shared: “I knew of ISRG and Let's Encrypt through my previous work in Internet infrastructure, and when the position for General Counsel became available, I knew it was the perfect opportunity for me. ISRG’s commitment to reducing barriers for secure communication over the Internet aligns seamlessly with my career goals and personal values.”

Kristin’s excitement about her role is palpable, especially when discussing the projects that energize her: “I’m always excited to learn new things about how the Internet works, and this job provides me with plenty of opportunities for that! Let’s Encrypt is fascinating as Certificate Authorities are such a core element of securing Internet communications. Divvi Up is at the frontier of a new way to collect and aggregate metrics in a privacy-preserving way. And having seen firsthand the danger that memory unsafe code poses to the global Internet, I’m happy to be part of the Prossimo work that is dedicated to promoting memory safety.”

As ISRG’s first General Counsel, Kristin is confident that her work will continue to be novel and fascinating, and beneficial to the Internet being global, free, and secure for everyone. We’re so glad to have Kristin on board!

Support Our Work

ISRG is a 501(c)(3) nonprofit organization that is 100% supported through the generosity of those who share our vision for ubiquitous, open Internet security. If you'd like to support our work, please consider getting involved , donating , or encouraging your company to become a sponsor .

US DOT Logo

ITS Cybersecurity Research Program

Its research.

Cybersecurity is a serious and ongoing challenge for the transportation sector . Cyber threats to transportation systems can impact national security, public safety, and the national economy. The ITS Cybersecurity Research Program was developed in response to the urgent need to protect Intelligent Transportation Systems (ITS) from cyber-attacks.

About ITS Cybersecurity

Subordinate (Intermediate) CAs

We currently maintain four intermediates in active rotation. Subscriber certificates containing an ECDSA public key will be issued from one of the ECDSA intermediates; similarly, Subscriber certificates containing an RSA public key will be issued from one of the RSA intermediates.

All intermediate certificate Subjects have a Country field of C = US .

  • Subject: O = Let's Encrypt, CN = E5
  • Validity: until 2027-03-12
  • Certificate details (signed by ISRG Root X2): der , pem , txt
  • Certificate details (cross-signed by ISRG Root X1): der , pem , txt
  • Subject: O = Let's Encrypt, CN = E6
  • Subject: O = Let's Encrypt, CN = R10
  • Key type: RSA 2048
  • Certificate details (signed by ISRG Root X1): der , pem , txt
  • Subject: O = Let's Encrypt, CN = R11

Click below for details on additional intermediates which are not part of the active issuance hierarchy:

These intermediate CAs have currently-valid certificates, but are not being issued from. We may begin issuing Subscriber certificates from them at any time, without warning.

  • Subject: O = Let's Encrypt, CN = E7
  • Subject: O = Let's Encrypt, CN = E8
  • Subject: O = Let's Encrypt, CN = E9
  • Subject: O = Let's Encrypt, CN = R12
  • Subject: O = Let's Encrypt, CN = R13
  • Subject: O = Let's Encrypt, CN = R14

These intermediate CAs are no longer being used to issue Subscriber certificates. Those which still have valid certificates may be producing OCSP responses and/or CRLs.

  • Subject: O = Let's Encrypt, CN = E1
  • Validity: until 2025-09-15
  • Certificate details (signed by ISRG Root X2): crt.sh , der , pem , txt
  • Subject: O = Let's Encrypt, CN = E2
  • Subject: O = Let's Encrypt, CN = R3
  • Certificate details (signed by ISRG Root X1): crt.sh , der , pem , txt
  • Certificate details (cross-signed by IdenTrust): crt.sh , der , pem , txt
  • Subject: O = Let's Encrypt, CN = R4
  • Subject: O = Let's Encrypt, CN = Let's Encrypt Authority X1
  • Validity: expired 2020-06-04
  • Subject: O = Let's Encrypt, CN = Let's Encrypt Authority X2
  • Subject: O = Let's Encrypt, CN = Let's Encrypt Authority X3
  • Validity: expired 2021-10-06
  • Subject: O = Let's Encrypt, CN = Let's Encrypt Authority X4

This keypair was previously used to sign OCSP responses regarding the status of Let’s Encrypt’s intermediates on behalf of Let’s Encrypt’s root, so that the root could remain safely offline. We no longer issue OCSP responses for our intermediates; we instead periodically issue CRLs from our root to convey the revocation status of our intermediates.

  • Subject: O = Internet Security Research Group, CN = ISRG Root OCSP X1
  • Validity: until 2025-06-10
  • Certificate details (signed by ISRG Root X1): crt.sh (expired)

When an ACME client downloads a newly-issued certificate from Let’s Encrypt’s ACME API, that certificate comes as part of a “chain” that also includes one or more intermediates. Usually this chain consists of just the end-entity certificate and one intermediate, but it could contain additional intermediates. The idea is that, by presenting this whole chain of certificates to a website visitor’s browser, the browser will be able to validate the signatures all the way up to a root that browser trusts without having to download any additional intermediates.

Sometimes there’s more than one valid chain for a given certificate: for example, if an intermediate has been cross-signed, then either one of those two certificates could be the second entry, “chaining up to” either of two different roots. In this case, different website operators may want to select different chains depending on the properties that they care about the most.

Subscriber certificates with RSA public keys are issued from our RSA intermediates, which are issued only from our RSA root ISRG Root X1 (i.e. they are not cross-signed). Therefore, all RSA subscriber certificates have only a single chain available:

Subscriber certificates with ECDSA public keys are issued from our ECDSA intermediates, which are issued both (i.e. are cross-signed) from our RSA root ISRG Root X1 and our ECDSA root ISRG Root X2. Therefore we offer two chains for these certificates:

ECDSA Subcriber Cert ← ECDSA Intermediate (E5 or E6) ← ISRG Root X2

The first chain, up to ISRG Root X1, provides the greatest compatibility because that root certificate is included in the most trust stores. The second chain, up to ISRG Root X2, consumes fewer bytes of network bandwidth in each TLS handshake. We provide the first chain by default, to ensure the widest compatibility. Subscribers who wish to prioritize size over compatibility can reference their ACME client’s documentation for instructions on how to request the alternate chain (for example, certbot’s --preferred-chain flag ).

Note: This section describes Let’s Encrypt’s hierarchy as it historically has been, prior to the the changes on June 6, 2024.

ISRG Certificate Hierarchy Diagram, as of December 2020

Root Certificates

Our roots are kept safely offline. We issue end-entity certificates to subscribers from the intermediates in the next section. For additional compatibility as we submit our new Root X2 to various root programs, we have also cross-signed it from Root X1.

  • Self-signed : der , pem , txt
  • Cross-signed by DST Root CA X3 : der , pem , txt
  • Cross-signed by ISRG Root X1 : der , pem , txt

We’ve set up websites to test certificates chaining to our active roots.

Intermediate Certificates

Under normal circumstances, certificates issued by Let’s Encrypt will come from “R3”, an RSA intermediate. Currently, issuance from “E1”, an ECDSA intermediate, is possible only for ECDSA subscriber keys for allowlisted accounts . In the future, issuance from “E1” will be available for everyone.

Our other intermediates (“R4” and “E2”) are reserved for disaster recovery and will only be used should we lose the ability to issue with our primary intermediates. We do not use the X1, X2, X3, and X4 intermediates anymore.

IdenTrust has cross-signed our RSA intermediates for additional compatibility.

  • Signed by ISRG Root X1 : der , pem , txt
  • Cross-signed by IdenTrust : der , pem , txt (Retired)
  • Signed by ISRG Root X2 : der , pem , txt
  • Signed by ISRG Root X2: der , pem , txt
  • Cross-signed by ISRG Root X1: der , pem , txt
  • Signed by ISRG Root X1: der , pem , txt
  • Cross-signed by IdenTrust : der , pem , txt

Cross Signing

Intermediates.

Each of our intermediates represents a single public/private key pair. The private key of that pair generates the signature for all end-entity certificates (also known as leaf certificates), i.e. the certificates we issue for use on your server.

Our RSA intermediates are signed by ISRG Root X1. ISRG Root X1 is widely trusted at this point, but our RSA intermediates are still cross-signed by IdenTrust’s “ DST Root CA X3 ” (now called “TrustID X3 Root”) for additional client compatibility. The IdenTrust root has been around longer and thus has better compatibility with older devices and operating systems (e.g. Windows XP, Android 7). You can download “TrustID X3 Root” from IdenTrust (or, alternatively, you can download a copy from us ).

Having cross-signatures means that each of our RSA intermediates has two certificates representing the same signing key. One is signed by DST Root CA X3 and the other is signed by ISRG Root X1. The easiest way to distinguish the two is by looking at their Issuer field.

When configuring a web server, the server operator configures not only the end-entity certificate, but also a list of intermediates to help browsers verify that the end-entity certificate has a trust chain leading to a trusted root certificate. Almost all server operators will choose to serve a chain including the intermediate certificate with Subject “R3” and Issuer “ISRG Root X1”. The recommended Let’s Encrypt client software, Certbot , will make this configuration seamlessly.

Similar to intermediates, root certificates can be cross-signed, often to increase client compatibility. Our ECDSA root, ISRG Root X2 was generated in fall 2020 and is the root certificate for the ECDSA hierarchy. It is represented by two certificates: one that is self-signed and one that is signed by ISRG Root X1.

All certificates signed by the ECDSA intermediate “E1” will come with a chain including an intermediate certificate whose Subject is “ISRG Root X2” and whose Issuer is “ISRG Root X1”. Almost all server operators will choose to serve this chain as it offers the most compatibility until ISRG Root X2 is widely trusted.

OCSP Signing Certificate

This certificate is used to sign OCSP responses for the Let’s Encrypt Authority intermediates, so that we don’t need to bring the root key online in order to sign those responses. A copy of this certificate is included automatically in those OCSP responses, so Subscribers don’t need to do anything with it. It is included here for informational purposes only.

  • ISRG Root OCSP X1 ( Signed by ISRG Root X1 ): der , pem , txt

Our newer intermediates do not have OCSP URLs (their revocation information is instead served via CRL), so we have not issued an OCSP Signing Cert from ISRG Root X2.

Certificate Transparency

We are dedicated to transparency in our operations and in the certificates we issue. We submit all certificates to Certificate Transparency logs as we issue them. You can view all issued Let’s Encrypt certificates via these links:

  • Issued by Let’s Encrypt Authority X1
  • Issued by Let’s Encrypt Authority X3
  • Issued by E1
  • Issued by R3

Support a more secure and privacy-respecting Web.

IMAGES

  1. Internet Security Research Group

    internet security research group

  2. Annual Reports

    internet security research group

  3. Trademark Policy

    internet security research group

  4. Careers

    internet security research group

  5. Internet Security Research Group

    internet security research group

  6. Internet Security Research Group

    internet security research group

VIDEO

  1. RSAC Innovation Sandbox 2020

  2. GU-Q and CCQ Launch the Cyber Security Research Group (CSRG)

  3. Rethinking the Cybersecurity Challenge from an IC Perspective

  4. Информационная безопасность в медицине: защита от внутренних угроз и утечек данных

  5. Социальные сети России

  6. GT07 Advancing Internet Security Research with Big Data and Graph Databases Andrew Hess

COMMENTS

  1. Internet Security Research Group

    ISRG is a nonprofit organization that works on projects such as Let's Encrypt, Prossimo, and Divvi Up to improve the security and privacy of the Internet. Read their 2023 Annual Report and blog posts to learn more about their mission and impact.

  2. Internet Security Research Group

    The Internet Security Research Group (ISRG) is a Californian public-benefit non-profit corporation which focuses on Internet security. Let's Encrypt—its first major initiative—aims to make Transport Layer Security (TLS) certificates available for free in an automated fashion.

  3. Let's Encrypt

    Let's Encrypt provides free TLS certificates to 363 million websites. It is a project of the Internet Security Research Group (ISRG), a nonprofit organization that aims to improve security and privacy online.

  4. Celebrating Ten Years of Encrypting the Web with Let's Encrypt

    In 2013, the Internet Security Research Group (ISRG) was founded, which would soon become the home of Let's Encrypt, a certificate authority founded to help encrypt the Web. Let's Encrypt was radical in that it provided certificates for free to anyone with a website. Let's Encrypt also introduced a way to automate away the risk and ...

  5. Internet Security Research Group (ISRG)

    ISRG is a nonprofit that provides free and automated TLS certificates, supports memory safety initiatives, and develops privacy-respecting Web tools. Learn about its projects, employees, updates, and anniversary on LinkedIn.

  6. Documentation

    Let's Encrypt is a free, automated, and open certificate authority brought to you by the nonprofit Internet Security Research Group (ISRG).Read all about our nonprofit work this year in our 2023 Annual Report.. 548 Market St, PMB 77519, San Francisco, CA 94104-5401, USA. Send all mail or inquiries to:

  7. Let's Encrypt

    Let's Encrypt is a non-profit certificate authority run by Internet Security Research Group (ISRG) that provides X.509 certificates for Transport Layer Security (TLS) encryption at no charge. It is the world's largest certificate authority, used by more than 300 million websites, with the goal of all websites being secure and using HTTPS.The Internet Security Research Group (ISRG), the ...

  8. Internet Security Research Group (ISRG)

    Internet Security Research Group (ISRG) ISRG's mission is to reduce financial, technological, and educational barriers to secure communication over the Internet. ISRG was founded in 013 to serve as a home for public-benefit digital infrastructure projects, the first of which was the Let's Encrypt certificate authority.

  9. About Let's Encrypt

    Let's Encrypt is a free, automated, and open certificate authority brought to you by the nonprofit Internet Security Research Group (ISRG). Read all about our nonprofit work this year in our 2023 Annual Report. 548 Market St, PMB 77519, San Francisco, CA 94104-5401, USA. Send all mail or inquiries to:

  10. Let's Encrypt Stats

    Let's Encrypt is a free, automated, and open certificate authority brought to you by the nonprofit Internet Security Research Group (ISRG).Read all about our nonprofit work this year in our 2023 Annual Report.. 548 Market St, PMB 77519, San Francisco, CA 94104-5401, USA. Send all mail or inquiries to:

  11. About Prossimo

    Prossimo is an Internet Security Research Group (ISRG) project that aims to move the Internet's security-sensitive software infrastructure to memory safe code. It identifies and funds high impact projects, works with maintainers, and communicates the benefits of memory safety to the public.

  12. Stanford Empirical Security Research Group

    The Empirical Security Research Group (ESRG) is a research lab in the Stanford Computer Science Department that focuses on Internet security and privacy, online hate and harassment, and the spread of misinformation. We are an empirical lab — we build systems to collect global datasets, analyze data to better understand real-world behavior and problems, and architect more resiliant systems ...

  13. Internet Security Research Group

    About This Data. Nonprofit Explorer includes summary data for nonprofit tax returns and full Form 990 documents, in both PDF and digital formats. The summary data contains information processed by the IRS during the 2012-2019 calendar years; this generally consists of filings for the 2011-2018 fiscal years, but may include older records.

  14. Celebrating 10 Years of Building a Better Internet

    "One of the nation's preeminent internet security and privacy organizations, the Internet Security Research Group is increasing web security at scale, making the internet safer for the people and communities most at risk of harmful surveillance. From Let's Encrypt to Divvi Up, for 10 years ISRG has been a standard bearer for reducing ...

  15. Prossimo

    Recommend a donation to Internet Security Research Group (our parent org) from your gift fund. 100% of your donation will go to support a secure and privacy-respecting Internet. 548 Market St, PMB 77519 San Francisco, California 94104-5401. Send all mail or inquiries to:

  16. Policy and Legal Repository

    Internet Security Research Group (ISRG) is the non-profit entity that operates the Let's Encrypt certificate authority. Some policies that apply to Let's Encrypt are ISRG policies, some are specific to Let's Encrypt. Let's Encrypt Subscriber Agreement v1.4, April 3, 2024 U.S. Government Amendment, September 22, 2015 U.S. State and Local Government Amendment, December 28, 2016 View History ...

  17. Exploring the landscape of network security: a comparative ...

    The field of computer networking is experiencing rapid growth, accompanied by the swift advancement of internet tools. As a result, people are becoming more aware of the importance of network security. One of the primary concerns in ensuring security is the authority over domains, and network owners are striving to establish a common language to exchange security information and respond ...

  18. NSF to issue framework addressing national security implications of

    The National Science Foundation will release a new risk management framework to help guide agency decision-making regarding the potential national security implications of research projects ...

  19. Kristin Berdan joins ISRG as new General Counsel

    May 16, 2024. We are thrilled to announce that Kristin Berdan is ISRG's new General Counsel. With her unique and varied legal career and her passion for Internet security, she is a great fit for our organization. Kristin's journey through the legal profession has been neither linear nor conventional. With an undergraduate focus on extremist ...

  20. Certificate Compatibility

    Let's Encrypt is a free, automated, and open certificate authority brought to you by the nonprofit Internet Security Research Group (ISRG). Read all about our nonprofit work this year in our 2023 Annual Report. 548 Market St, PMB 77519, San Francisco, CA 94104-5401, USA. Send all mail or inquiries to:

  21. ITS Cybersecurity Research Program

    Cybersecurity is a serious and ongoing challenge for the transportation sector. Cyber threats to transportation systems can impact national security, public safety, and the national economy. The ITS Cybersecurity Research Program was developed in response to the urgent need to protect Intelligent Transportation Systems (ITS) from cyber-attacks.

  22. Chains of Trust

    Note: This section describes Let's Encrypt's hierarchy as of June 6, 2024. For the hierarchy in use prior to June 6, see below. This page describes all of the current and relevant historical Certification Authorities operated by Let's Encrypt. Note that a CA is most correctly thought of as a key and a name: any given CA may be represented by multiple certificates which all contain the ...