CVE-2026-75482

SWE-agent's trajectory inspector (v1.1.0) exposes a path-traversal vulnerability in its /trajectory/ handler, allowing unauthenticated clients to read arbitrary files shaped as trajectory JSON, potentially leaking repository contents, command output, and API keys. The server binds to 0.0.0.0 with...

EUVD-2026-60394

SWE-agent's trajectory inspector sweagent inspector, confirmed in v1.1.0, is an HTTP server that joins request paths to the trajectory directory in its /trajectory/ handler without rejecting parent-directory '..' references, bypassing the built-in path sanitization. The server binds all interface...

Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering

Static Application Security Testing SAST tools are essential for identifying software vulnerabilities, but they often produce a high volume of false positives FPs, imposing a substantial manual triage burden on developers. Recent advances in Large Language Model LLM agents offer a promising...

LLM Agents for Automated Web Vulnerability Reproduction: Are We There Yet?

Large language model LLM agents have demonstrated remarkable capabilities in software engineering and cybersecurity tasks, including code generation, vulnerability discovery, and automated testing. One critical but underexplored application is automated web vulnerability reproduction, which...