NASS: Fuzzing All Native Android System Services with Interface Awareness and Coverage
https://www.usenix.org/system/files/usenixsecurity25-mao.pdf
https://www.usenix.org/system/files/usenixsecurity25-mao.pdf
BGA: Self-Evolving Exploits Through Multi-Agent AI
https://team-atlanta.github.io/blog/post-mlla-bga/
https://team-atlanta.github.io/blog/post-mlla-bga/
team-atlanta.github.io
BGA: Self-Evolving Exploits Through Multi-Agent AI
How BGA's multi-agent AI framework creates self-evolving exploits that adapt and improve through coverage feedback - discovering 7 critical vulnerabilities through intelligent iteration
Finding vulnerabilities in modern web apps using Claude Code and OpenAI Codex
https://semgrep.dev/blog/2025/finding-vulnerabilities-in-modern-web-apps-using-claude-code-and-openai-codex/
https://semgrep.dev/blog/2025/finding-vulnerabilities-in-modern-web-apps-using-claude-code-and-openai-codex/
Semgrep
Finding vulnerabilities in modern web apps using Claude Code and OpenAI Codex
Our deep dive into AI Coding Agents capabilities for finding security vulnerabilities reveals surprising strengths, critical weaknesses, and a serious problem with consistency.
🔥2 1
Slice: SAST + LLM Interprocedural Context Extractor
Built with: CodeQL, Tree-Sitter, OpenAI API
https://github.com/noperator/slice
Built with: CodeQL, Tree-Sitter, OpenAI API
https://github.com/noperator/slice
GitHub
GitHub - noperator/slice: SAST + LLM Interprocedural Context Extractor
SAST + LLM Interprocedural Context Extractor. Contribute to noperator/slice development by creating an account on GitHub.
🔥2
Prompt. Scan. Exploit - Ai's Journey Through Zero-Days And A Thousand Bugs
https://youtu.be/y_aQQmDMaY4
https://youtu.be/y_aQQmDMaY4
YouTube
Prompt. Scan. Exploit - Ai's Journey Through Zero-Days And A Thousand Bugs
Joel Noguera (@niemand_sec) and Diego Jurado's (@djurado9) Talk as part of the Bug Bounty Village at DEF CON 33.
Due to technical issues in the creator stages during the first day of DEF CON 33, they couldn't present their talk, so we are exclusively uploading…
Due to technical issues in the creator stages during the first day of DEF CON 33, they couldn't present their talk, so we are exclusively uploading…
🔥1 1
VULSOLVER : Vulnerability Detection via LLM-Driven Constraint Solving
https://arxiv.org/pdf/2509.00882
https://arxiv.org/pdf/2509.00882
🔥2