🔥AIxCC Winner Team | Georgia Tech, Samsung Research, KAIST, POSTECH | 🚀Building next-gen AI-driven bug finding & fixing systems | CRS Atlantis 🌊

Joined July 2024
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Team Atlanta wins the AIxCC Grand Final! 🏆
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Team Atlanta retweeted
The #AIxCC trophy is home in Atlanta!
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A crash feels like being stranded on Mars. No rescue. No signals. Just you… and the logs. Meet Martian — our AI patch agent that fixes the unfixable. Exploring the unknown, one bug at a time. 🔗 team-atlanta.github.io/blog/… #AIxCC #AICyberChallenge #LLM #GenAI #AIForSecurity
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Reliable patching needs more than one AI. Our ensemble of specialized agents collaborates to generate, verify, and validate fixes—building a scalable and dependable patching system. 👉 team-atlanta.github.io/blog/… #AICyberChallenge #Cybersecurity #LLM #GenAI #Agent #Fuzzing
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🤔 Can AI bring us closer to self-healing infrastructure? 🎙️ Team Atlanta’s Taesoo Kim joins Andrew Carney, program manager of AIxCC at DARPA & ARPA-H, to discuss AI, zero-days & self-healing infrastructure. 👉 infosecurity-magazine.com/po… #AIxCC #DARPA #ARPAH #CyberSecurity #AI
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🧭 Before exploits, you need code navigators. Our agents (CPUA, CGPA, MCGA) cut through massive codebases and pinpoint potential sinks that power self-evolving exploits. 👉 team-atlanta.github.io/blog/… #DARPA #DEFCON #AICyberChallenge #Cybersecurity #LLM #GenAI #Agent #Fuzzing
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🎯 Beyond coverage fuzzing, our Directed Jazzer fuses static analysis runtime distance metrics to lock onto sinkpoints faster! 👉 team-atlanta.github.io/blog/… #AIxCC #Cybersecurity #CTF #AI #LLM #GenAI #AICyberChallenge #DARPA #DEFCON #Security #Vulnerability
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How did Atlantis infra help us win DARPA AIxCC? 🏆 We share how we built a scalable, reliable cyber reasoning system. 👉 team-atlanta.github.io/blog/… #AIxCC #Cybersecurity #CTF #AI #LLM #GenAI #AICyberChallenge #DARPA #DEFCON #Security #Vulnerability
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New blog out now! We’re answering the top questions from the DEFCON audience and sharing the behind-the-scenes story of our victory. team-atlanta.github.io/blog/… #AIxCC
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Team Atlanta retweeted
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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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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Our team’s presentation is live on the AIxCC stage!
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We discovered three 0day bugs
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We will release the full technical report at @TeamAtlanta24
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