BSides Canberra 2025 Keynote

Resources

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AIxCC

• aicyberchallenge.com

 

Team Atlanta

• https://team-atlanta.github.io/

• Comprehensive Paper: https://team-atlanta.github.io/papers/TR-Team-Atlanta.pdf

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• Paper Excerpts: 

  •     Atlantis System (Figure 1, p. 10)

  •     Team Performance (Tables 4, 5, p. 9)

  •     Design Requirements (§3 Atlantis, p. 10)

  •     Resource Strategy and LLM Rate Limit Managementy (§2.3/Table 3, p. 8)

  •     Atlantis-Multilang Diagram (Figure 23, p. 11)

  •     LLM Usage (Table 11, p. 54)

  •     MLLA (Figure 32, p. 72)

  •     SARFI (§9 Our Approach p. 133)

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• Code

  • Example Prompts: https://github.com/Team-Atlanta/aixcc-afc-atlantis/blob/main/example-crs-webservice/crs-java/crs/libs/libAgents/libAgents/agents/corpus_relevance_agent.py

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• Blog

  • Infrastructure: https://team-atlanta.github.io/blog/post-atl-infra/

  • MLLA: https://team-atlanta.github.io/blog/post-mlla-overview/

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Theori

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• Blog

  • AI Cyber Challenge and Theori’s RoboDuck: https://theori.io/blog/aixcc-and-roboduck-63447

  • Building Effective LLM Agents: https://theori.io/blog/building-effective-llm-agents-63446

  • Inside the brain of a hacking robot: Exploring traces | AI Cyber Challenge: https://theori.io/blog/exploring-traces-63950

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• LLM Agent Traces

  • ​C: https://theori-io.github.io/aixcc-public/logs/#/view/freerdp.log/140551392830064_1749686169.7437313

  • Java: https://theori-io.github.io/aixcc-public/logs/#/view/tika_povs.0.log/140367130797904_1750797743.3013577

  • FreeRDP:  https://theori-io.github.io/aixcc-public/logs/#/view/freerdp_intended.log/140367787619536_1750795906.0047913

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Shellfish Support Syndicate

• Blog

  • ARTIPHISHELL The Requiem: ​https://support.shellphish.net/blog/2025/08/22/shellphish-x-aixcc-pm/

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Other Resources

• General Prompt Engineering: https://drive.google.com/file/d/1AbaBYbEa_EbPelsT40-vj64L-2IwUJHy/view