arXiv:2610.20245v1 Announce Type: new Abstract: Large language models are increasingly deployed as autonomous agents for automated program repair, patching software vulnerabilities through multi-step reasoning and tool use. Yet these systems typically validate a patch against the same evidence used to construct it -- a static alert, sanitizer trace, published exploit, or test suite.
P2Patch: Exploit-Guided Vulnerability Repair
About this summary. This is a short, independently written summary of an article first published by arXiv cs.CR. Cyber Security News did not report or verify the underlying story. Read the original: https://arxiv.org/abs/2610.20245
Source attribution: headline and facts are from arXiv cs.CR (arxiv.org). Summary method: excerpt of the source description. See our source attribution policy.
Related coverage
NCSC-2026-0429 [1.00] [H/H] Kwetsbaarheid verholpen in Cisco Secure Email Gateway
Cisco heeft een kwetsbaarheid verholpen in Cisco Secure Email Gateway, specifiek in de Advanced Malware Protection feature. De kwetsbaarheid bevindt zich in de wijze…
DPDK security advisory: Multiple vulnerabilities in vhost/vhost-crypto/vDPA/GSO libraries
Posted by Maxime Coquelin on Oct 14 Multiple vulnerabilities were fixed in DPDK. Downstream stakeholders were warned in advance in order to coordinate the release of…
Cisco Secure Email Gateway Arbitrary File Write Vulnerability
A vulnerability in the Advanced Malware Protection (AMP) feature of Cisco Secure Email Gateway could allow an unauthenticated, remote attacker to write arbitrary files…
Prioritize what's actually exploitable: Vulnerability reachability is now available in SonarQube Advanced Security
If you run software composition analysis (SCA) at any scale, you know the problem isn't finding vulnerabilities—it's finding the ones that matter. A typical dependency…
Unauthenticated SQL Injection In Channel Software WebAlliance eCommerce
OverviewWhile performing continuous red teaming exercises through Rapid7’s Vector Command service, Rapid7 discovered CVE-2026-108065, an SQL Injection vulnerability…
CISA Urges Immediate Ivanti Connect Secure Updates as Honeypots Log 105 Exploit Attempts
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Tuesday urged organizations to take steps to immediately update their Ivanti Connect Secure (ICS)…