Where Did the Repair First Go Wrong? Localizing the Origins of Silent Failures in Agentic Vulnerability Repair

Localizing where an LLM-based agent first fails to uphold security during a repair can show which stage of its workflow needs an additional safeguard. This is difficult for silent failures, which are patches that pass syntactic and functional checks but still contain a security vulnerability...

Reasoning Topology Matters: A Controlled Study of LLM-Based Cybersecurity Analysis

Large Language Models LLMs are increasingly used in cybersecurity, where accurate analysis often requires multi-step and context-dependent reasoning over complex and heterogeneous data. However, existing prompting approaches typically focus on eliciting reasoning without explicitly considering ho...

The New Era of Application Security: Reasoning-Based Agents, Runtime Reality, and Risk Intelligence

Key Takeaways AI reasoning systems improve vulnerability detection in source code, but do not address the full spectrum of application security risk. Modern application security must account for APIs, runtime environments, and externally exposed assets beyond the source repository. Continuous...

Ubuntu 10.10 : linux vulnerabilities (USN-1160-1)

Dan Rosenberg discovered that IRDA did not correctly check the size of buffers. On non-x86 systems, a local attacker could exploit this to read kernel heap memory, leading to a loss of privacy. CVE-2010-4529 Dan Rosenburg discovered that the CAN subsystem leaked kernel addresses into the /proc...

xoopsgal-sql.txt

XOOPS Module Gallery 0.2.2 SQL Injection Exploit AUTHOR : S@BUN HOME : http://www.milw0rm.com/author/1334 HOME : http://securityreason.com/search/101/c0BidW4=/1/0 MAİL : [email protected] DORKS 1 : allinurl :"modules/gallery" DORK 2 : allinurl :"modules/gallery"gid EXPLOIT :...