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title: "AI Pentesting Tools & Cybersecurity Research — Page 7 | Papers With Code Cyber"
description: "Find AI pentesting tools, security agent harnesses, papers and benchmarks. Filter cybersecurity research by topic, target and contribution."
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# Browse catalog

Find AI pentesting tools, security agent harnesses, papers and benchmarks\. Filter cybersecurity research by topic, target and contribution\. 189 papers\.

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## Relevant papers

1. [CVEfixes: automated collection of vulnerabilities and their fixes from open\-source software](https://paperswithcode-cyber.com/paper/81) — 2021 · System or technique · Dataset
2. [Vulnerability Detection with Code Language Models: How Far are We?](https://paperswithcode-cyber.com/paper/82) — 2025 · Dataset · Benchmark · Empirical study / experience
3. [SmartBugs: A Framework to Analyze Solidity Smart Contracts](https://paperswithcode-cyber.com/paper/83) — 2020 · System or technique · Dataset
4. [XDA: Accurate, Robust Disassembly with Transfer Learning](https://paperswithcode-cyber.com/paper/84) — 2021 · System or technique
5. [Neural Network\-based Graph Embedding for Cross\-Platform Binary Code Similarity Detection](https://paperswithcode-cyber.com/paper/85) — 2017 · System or technique
6. [NeuDep: Neural Binary Memory Dependence Analysis](https://paperswithcode-cyber.com/paper/86) — 2022 · System or technique
7. [Branch Flipper: Unlocking Fuzz Blockers with Coverage\-Grounded LLMs](https://paperswithcode-cyber.com/paper/88) — 2025 · System or technique
8. [ARTIPHISHELL: The Requiem](https://paperswithcode-cyber.com/paper/89) — 2025 · System or technique · Empirical study / experience
9. [OSS\-CRS](https://paperswithcode-cyber.com/paper/90) — 2025 · System or technique
10. [Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points](https://paperswithcode-cyber.com/paper/94) — 2026 · Survey / review
11. [On the Challenges and Opportunities of Fuzzing via Large Language Models: A Review](https://paperswithcode-cyber.com/paper/95) — 2026 · Survey / review
12. [PwnGPT: Automatic Exploit Generation Based on Large Language Models](https://paperswithcode-cyber.com/paper/243) — 2025 · System or technique
13. [The Defense Factory](https://paperswithcode-cyber.com/paper/324) — 2026 · System or technique
14. [0x4m4/hexstrike\-ai](https://paperswithcode-cyber.com/paper/352)
15. [albertan017/LLM4Decompile](https://paperswithcode-cyber.com/paper/353)
16. [AntAISecurityLab/Creation](https://paperswithcode-cyber.com/paper/354)
17. [cyberkaida/reverse\-engineering\-assistant](https://paperswithcode-cyber.com/paper/355)
18. [evilsocket/audit](https://paperswithcode-cyber.com/paper/356)
19. [gadievron/raptor](https://paperswithcode-cyber.com/paper/357)
20. [GH05TCREW/pentestagent](https://paperswithcode-cyber.com/paper/358)