P2Patch: Exploit-Guided Vulnerability Repair

cs.CR, cs.AI, cs.SE

Submitted: 2026-10-14

Updated: 2026-10-14

Comments: 25 pages, 6 figures, 13 tables. M. Iranmanesh and S. Moradi Sabet contributed equally. Code: https://github.com/P2Patch/P2patch

Code: https://github.com/P2Patch/P2patch

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• PoC-Gym: Towards More Reliable LLM-Assisted Proof-of-Concept Exploit Generation
• CodeCureAgent: Automatic Classification and Repair of Static Analysis Warnings
• Characteristics, Root Causes, and Detection of Incomplete Security Bug Fixes in the Linux Kernel
• FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
• From CVE Entries to Verifiable Exploits: An Automated Multi-Agent Framework for Reproducing CVEs
• VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
• PATCHEVAL: A New Benchmark for Evaluating LLMs on Patching Real-World Vulnerabilities
• Patch Validation in Automated Vulnerability Repair

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
• Estimating the Social Cost of Corporate Data Breaches
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills