
SSLab
@SSLab_Gatech
The official account of the Systems Software & Security Lab @GeorgiaTech.
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🚨BREAKING NEWS: For the first time, the winning team @TeamAtlanta24 and fellow top finalists @theori_io and @shellphish of DARPA’s #AIxCC at @defcon will take the stage to share their strategies and challenges at @HacksInTaiwan this week. Tickets still available, don’t miss out!
🚨 什麼!你忘記買 HITCON 2025 的票了嗎?! 今年 HITCON 2025 邀請到海內外頂尖講者來台,其中包括來自 喬治亞理工學院(Georgia Tech) 的博士生 Andrew Chin。他所屬的冠軍團隊 Team Atlanta 剛在上週末的 DARPA AI Cyber Challenge(AIxCC)…

Breaking news! ❤️🔥 Our teammate Andrew Chin will present our AIxCC-winning system at Taiwan’s HITCON, Aug 15–16. hitcon.org/2025/en-US/ @HacksInTaiwan


Team Atlanta wins the AIxCC Grand Final! 🏆



🚨CFP: Confidential Computing Summit returns June 17-18! As Program Committee Chair, I invite you to submit a proposal to speak. Share use cases + success stories #ConfidentialComputing, #GenerativeAI #SecureAI 🗓️ CFP deadline: Feb 17: bit.ly/CCSUMMITCFP25 #CCSUMMIT

Excited to share our latest blog post: “Hacking Redefined: How LLM Agents Took on University Hacking Competition.” Atlantis CRS discovered 10 vulnerabilities and crafted 7 robust patches at TKCTF 2024! Read more: team-atlanta.github.io/blog/post-tkct… #AI #Cybersecurity #CTF @TeamAtlanta24
🤖 Our AIxCC cyber reasoning system, Atlantis🌊, will take on the TKCTF challenge alongside student hackers! Let’s see if LLMs can spot and patch bugs in a real-time CTF environment!
🚩 Ready for a challenge? Join us for TKCTF on Nov 22! Open to the public and $1,000 prize for 1st place. Register your team here: ctf.gts3.org 🔗 #CTF #Cybersecurity #TKCTF

🚩 Ready for a challenge? Join us for TKCTF on Nov 22! Open to the public and $1,000 prize for 1st place. Register your team here: ctf.gts3.org 🔗 #CTF #Cybersecurity #TKCTF

Just wrote a new blog post discussing how we discovered and fixed a SQLite3 bug during #AIxCC! Dive into the details and see how our system tackled real-world challenges. Read it here: team-atlanta.github.io/blog/post-asc-…
🚀 More insights on LLM and security! Check out our latest blog on how our Cyber Reasoning System, Atlantis, autonomously discovered and patched a real bug in SQLite3 during the AIxCC competition! Read it here: team-atlanta.github.io/blog/post-asc-… #AIxCC #Cybersecurity #LLM #sqlite
🚀 Our first #AIxCC blog by @tsgatesv is live! Stay tuned for the next one, diving into vulnerability details. 👀💻
Team Atlanta's first #AIxCC blog post is live! 🚀 ✅ Team announcement ✅ Challenge debriefing ✅ Reflections & suggestions Insights for #AI, #Security, #LLM, and #AIxCC communities. Read now: team-atlanta.github.io/blog/post-atl/ @DARPA @ARPA_H @perribus @dariabahrami
Team Atlanta's first #AIxCC blog post is live! 🚀 ✅ Team announcement ✅ Challenge debriefing ✅ Reflections & suggestions Insights for #AI, #Security, #LLM, and #AIxCC communities. Read now: team-atlanta.github.io/blog/post-atl/ @DARPA @ARPA_H @perribus @dariabahrami
Blogs on #AIxCC are dropping over the next several days! Get insights, debriefs, and vulnerability analysis—follow @TeamAtlanta24 and team-atlanta.github.io for all the updates!
Check out this new story 🚨 detailing @TeamAtlanta24's success in the #AIxCC semi-finals, where the team earned a $2M prize: The team tested their cyber reasoning system (CRS), dubbed Atlantis, on software used for data management, website support, healthcare systems, supply…

Big thanks to @perribus for all the hard work—#AIxCC wouldn't be such an amazing experience without it! 🙌
Thrilled at the strong showing by university students in AIxCC. Several university-led teams like 42-b3yond-6ug, @TeamAtlanta24 & @shellphish are going to finals! As below, there’s been a lot of inter-school collaboration. Fantastic teamwork across our academic institutions!
“Team Atlanta’s project Atlantis found a previously undiscovered vulnerability in the database program SQLite” Replicating expert minds with precision is key—we taught LLMs to mimic human researchers, auditing code line by line. #AIxCC
The Pentagon is one step closer to building autonomous mechanics that can find and fix vulnerabilities in the world’s digital underbelly — and all it took was a few million dollars and a contest with some of the best and brightest at hacker summer camp. At this weekend’s @defcon…

Here’s to changing the game!! Congratulations @TeamAtlanta24 !! 🎉🎉
THAT’S WHAT WE’RE TALKING ABOUT!! 🗣️🗣️🗣️ @TeamAtlanta24 @DARPA @defcon #GaTech #WeCanDoThat #vulnerability #zeroday

Love the excitement for fixing real vulnerabilities 🎉🎉🎉 And nothing says critical code like SQLite which is in your browser, phone, computer, car, electric grid, and most likely the airplane that took you home from @defcon…
THAT’S WHAT WE’RE TALKING ABOUT!! 🗣️🗣️🗣️ @TeamAtlanta24 @DARPA @defcon #GaTech #WeCanDoThat #vulnerability #zeroday

Hoodies have been handed out and @TeamAtlanta24 has arrived at Northbridge, a futuristic cyber city that is under siege by a hacker with who uses the alias "rat." #AIxCC #defcon32



Our system discover and correctly patch the bugs in Nginx!


🌊 Welcome to see Atlantis, @TeamAtlanta24’s new AI-driven bug finding & fixing system! Powered by LLMs, it works autonomously with zero human intervention. 🛠️ Catch us at the DARPA AI Cyber Challenge (AIxCC) village at #defcon32 to learn more. #AI #CyberSecurity #AIxCC


Another first blood by @TeamAtlanta24 !

🌊 Welcome to see Atlantis, @TeamAtlanta24’s new AI-driven bug finding & fixing system! Powered by LLMs, it works autonomously with zero human intervention. 🛠️ Catch us at the DARPA AI Cyber Challenge (AIxCC) village at #defcon32 to learn more. #AI #CyberSecurity #AIxCC


🔥🔥🔥 One more first blood by @TeamAtlanta24

🌊 Welcome to see Atlantis, @TeamAtlanta24’s new AI-driven bug finding & fixing system! Powered by LLMs, it works autonomously with zero human intervention. 🛠️ Catch us at the DARPA AI Cyber Challenge (AIxCC) village at #defcon32 to learn more. #AI #CyberSecurity #AIxCC


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