CTF Radiooo

Youtube Video of podcast [https://youtu.be/V_ie-lwwCUc] SHOWNOTES AND LINKS In this unconventional episode adamd surprises Zardus with Adam’s mom Karlene and musician Swardy, to discuss a new collaboration of the CTF Radiooo theme song. The conversation explores the creative process behind the collaboration, insights into music production, and the importance of community and DIY ethos in artistic endeavors. In the normal episode, adamd and Zardus reflect on their interviews with all the AIxCC teams. They explore the impact of AI on the field, the importance of team dynamics, and the challenges faced in software testing and development. The conversation highlights the diversity of approaches taken by different teams and the lessons learned from the discussion of the competition. LINKS * Swardy’s Secret Sky Set [https://www.youtube.com/watch?v=lDBmnCOMXoI] * Swardy’s Compact Objects Animated Short [https://www.youtube.com/watch?v=QT_cZWTX308] * Swardy on Spotify [https://open.spotify.com/artist/5iTOaSGMZgJ1U8k6NjmzTx]

Youtube Video of podcast [https://youtu.be/oQop0ZL1lqU] SHOWNOTES AND LINKS In this episode adamd and Zardus chat with Jeff Huang, Ze Sheng, and Qingxiao Xu from the AIxCC team all_you_need_is_a_fuzzing_brain about their AIxCC final submission. We discuss the innovative use of an AI-focused approach in their CRS. The conversation also highlights the significance of static analysis, performance metrics, and the future of cyber reasoning systems in the context of ongoing advancements in AI. We discuss the importance of local models, strategies for vulnerability detection, and the complexities of patching. LINKS * OS lab [https://o2lab.github.io]

Youtube Video of podcast [https://youtu.be/BmCWryz3dsU] SHOWNOTES AND LINKS In this episode adamd and Zardus chat with Michael Brown and Evan Downing from the AIxCC team Trail of Bits about their AIxCC final submisson. Trail of Bits discusses their experiences and insights from participating in the AIxCC competition. They discuss the dynamics of their team, the development of their Cyber Reasoning System (CRS) named Buttercup, and the importance of open-source contributions. The discussion highlights the role of fuzzing and contextualization in vulnerability discovery and patching, as well as the integration of large language models in their processes. The team emphasizes the significance of resource management and efficiency in the competition, and they share their vision for future research and applications in the field. They emphasize the importance of choosing the right tools, adapting to evolving standards, and the complexity of their multi-agent system. The conversation also touches on the role of AI in their processes, their strategies for submitting patches, and reflections on their experiences during the competition. LINKS * Trail of Bits [https://www.trailofbits.com] * Buttercup blog post [https://blog.trailofbits.com/2025/07/02/buckle-up-buttercup-aixccs-scored-round-is-underway/]

Youtube Video of podcast [https://youtu.be/w-HZtwUXByg] SHOWNOTES AND LINKS In this episode adamd and Zardus chat with Taesoo Kim, Minwoo Baek, HyungSeok Han, and Hanqing Zhao from the AIxCC Team Atlanta about their AIxCC final submisson. Team Atlanta discusses their experiences and strategies in the AIxCC. They discuss team dynamics, communication methods, and the structure of their Cyber Reasoning System, which includes multiple components for different programming languages. The team shares insights on their innovative patching strategies, the use of large language models, and the challenges they faced during the competition. Overall, the discussion highlights the importance of collaboration, effective communication, and the integration of AI in cybersecurity. LINKS * Team Atlanta [https://team-atlanta.github.io]

Youtube Video of podcast [https://youtu.be/uO1LnENZV_4] SHOWNOTES AND LINKS In this episode adamd and Zardus chat with David Musliner, Mike Pelican, and Matt McLure from team LACROSSE from SIFT on their AIxCC submission. The conversation covers the team’s background, their experiences in previous competitions, and the architecture of their Cyber Reasoning System (CRS). They discuss the implications of open-sourcing their system, the dynamics of teamwork, and the innovative use of AI in cybersecurity. The episode dives into the technical aspects of their system, including agent communication, task processing, and patch generation, highlighting the challenges and strategies involved in their competition journey. The LACROSSE team discusses their experiences and challenges faced during the AI Cyber Challenge, focusing on vulnerability assessment, patch submission, and the role of LLMs in cybersecurity. They explore the complexities of zero-day vulnerabilities, the strategies employed for patching, and the lessons learned from the competition. The team emphasizes the importance of effective collaboration, the evolving capabilities of AI, and the future potential of combining symbolic reasoning with LLMs. LINKS * SIFT [https://www.sift.net/]