The official account of the Systems Software & Security Lab @GeorgiaTech.
Joined December 2019
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- Followers 1,796
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8 Photos and videos
SSLab retweeted
Mar 25
We've been tracking public CVEs where AI-generated code introduced the vulnerability.
vibe-radar-ten.vercel.app
50k advisories scanned. Dozens of confirmed cases so far.
Claude Code, Copilot, Cursor, and others all show up. Common bug classes include XSS, command injection, SSRF, and path traversal.
And these are just the cases that leave metadata traces. The real number is almost certainly higher.
Open source, from Georgia Tech SSLab:
github.com/HQ1995/vibe-secur…
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SSLab retweeted
🚨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!
13 Aug 2025
🚨 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） 奪下冠軍，我們也在得知消息後的兩天內，火速邀請他來到 HITCON，並將在第一天活動分享這支團隊長達兩年的研發歷程！
【Keynote】Atlantis：一個由 LLM 驅動的自主化漏洞發現與修補系統
Andrew 將分享他們如何結合大型語言模型（LLM）與模糊測試，開發出全自動漏洞發現與修補系統 Atlantis，並在 AIxCC 決賽中擊敗眾多強敵，以 43 個漏洞發現、31 個成功修補奪下冠軍。本次演講將介紹 Team Atlanta 的 CRS，他們已將系統開源，期望幫助更多人用 AI 強化系統安全。
🔥 好消息！晚鳥票開賣囉！
收到許多朋友反應沒來得及購票，大會首度開放 「晚鳥票」，還沒入手的要快！
【晚鳥票🦉】
💰 票價：新台幣 6,000 元
⚠️ 晚鳥票不含 HITCON 2025 紀念 T-shirt，未出席活動者，Badge 將不予補寄
🔗 購票連結：hitcon.kktix.cc/events/hitco…
#HITCON #HITCON2025 #資安議程 #AIxCC #LLM #Fuzzing
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SSLab retweeted
12 Aug 2025
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
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SSLab retweeted
8 Aug 2025
Team Atlanta wins the AIxCC Grand Final! 🏆
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15 Jan 2025
🚨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
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SSLab retweeted
3 Dec 2024
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/… #AI #Cybersecurity #CTF @TeamAtlanta24
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SSLab retweeted
6 Nov 2024
🤖 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!
6 Nov 2024
🚩 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
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6 Nov 2024
🚩 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
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SSLab retweeted
28 Aug 2024
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/…
28 Aug 2024
🚀 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/…
#AIxCC #Cybersecurity #LLM #sqlite
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16 Aug 2024
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SSLab retweeted
15 Aug 2024
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!
Inside the government competition to create AI security tools trib.al/4dIc8oM
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SSLab retweeted
14 Aug 2024
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 chains, electrical grids, transportation, and other critical infrastructures.
Atlantis is a next-generation, bug-finding and fixing system that can hunt bugs in multiple coding languages. The system immediately issues accurate software patches without any human intervention.
NEWS: cc.gatech.edu/news/cybersecu…
ALT Team Atlanta moves on to the finals in the DARPA AI Cyber Challenge.
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SSLab retweeted
13 Aug 2024
Big thanks to @perribus for all the hard work—#AIxCC wouldn't be such an amazing experience without it! 🙌
13 Aug 2024
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!
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SSLab retweeted
13 Aug 2024
“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
12 Aug 2024
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 conference, @DARPA convened 90 teams and asked them to build autonomous agents to probe open-source code bases, find vulnerabilities and automatically fix them. Building technology capable of doing so represents a white whale of AI development: a highly difficult-to-achieve technological breakthrough that could deliver massive gains in cybersecurity. cyberscoop.com/darpa-competi…
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SSLab retweeted
14 Aug 2024
Here’s to changing the game!! Congratulations @TeamAtlanta24 !! 🎉🎉
13 Aug 2024
THAT’S WHAT WE’RE TALKING ABOUT!!
🗣️🗣️🗣️ @TeamAtlanta24 @DARPA @defcon
#GaTech #WeCanDoThat #vulnerability #zeroday
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SSLab retweeted
14 Aug 2024
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…
13 Aug 2024
THAT’S WHAT WE’RE TALKING ABOUT!!
🗣️🗣️🗣️ @TeamAtlanta24 @DARPA @defcon
#GaTech #WeCanDoThat #vulnerability #zeroday
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SSLab retweeted
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
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SSLab retweeted
9 Aug 2024
Our system discover and correctly patch the bugs in Nginx!
9 Aug 2024
🌊 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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SSLab retweeted
9 Aug 2024
Another first blood by @TeamAtlanta24 !
9 Aug 2024
🌊 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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