No, Your Tools Are Not Enough: It's Time to Bring Agents to the Hunt
cs.CR
Submitted: 2026-10-10
Updated: 2026-10-10
Code: https://github.com/apple-oss-distributions/xnu
Project page: https://google.github.io/security-research/kernelctf/rules.html
Sources
- Mistral 7B
- ExploitBench: A Capability Ladder Benchmark for LLM Cybersecurity Agents
- IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
- ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
- Qwen3 Technical Report
Related papers
- SoK: AI-Augmented Binary Reversing
- Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
- Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
- Efficient Fuzzy PSI under One-Sided Assumptions
- Sealing the Audit-Runtime Gap for LLM Skills
- Token Composition: A Graph Based on EVM Logs