Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing

The rapid advancement of Large Language Models LLMs has created new opportunities for Automated Penetration Testing AutoPT, spawning numerous frameworks aimed at achieving end-to-end autonomous attacks. However, despite the proliferation of related studies, existing research generally lacks...

Ashlar-Vellum Cobalt Memory Corruption Vulnerability

Ashlar-Vellum Cobalt is a 3D modeling software developed by Ashlar Vellum, which supports Windows and Mac systems, and is mainly used for 3D modeling and CAD drawing in industrial product design, architectural design and other fields. A memory corruption vulnerability exists in Ashlar-Vellum Coba...

Ashlar-Vellum Cobalt Out-of-Bounds Read Vulnerability (CNVD-2025-22913)

Ashlar-Vellum Cobalt is a 3D modeling software developed by Ashlar Vellum, which supports Windows and Mac systems, and is mainly used for 3D modeling and CAD drawing in industrial product design, architectural design and other fields. Ashlar-Vellum Cobalt suffers from an out-of-bounds read...