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...

A Taxonomy of Attacks and Defenses in Split Learning

Split Learning SL has emerged as a promising paradigm for distributed deep learning, allowing resource-constrained clients to offload portions of their model computation to servers while maintaining collaborative learning. However, recent research has demonstrated that SL remains vulnerable to a...

Arbitrary File Deletion Vulnerability in Library Cluster Management System of Guangzhou Tutron Computer Software Development Co. Ltd (CNVD-2021-51296)

Guangzhou Tutron Computer Software Development Co., Ltd. is the leader of all kinds of library service systemization construction software, is a high-tech enterprise integrating consulting service, product development, application integration, digital resource service, form design and technical...