MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols
Authors: Yixuan Yang, Daoyuan Wu, Yufan Chen | Published: 2025-08-17 | Updated: 2025-10-09
大規模言語モデル
Jailbreaking Commercial Black-Box LLMs with Explicitly Harmful Prompts
Authors: Chiyu Zhang, Lu Zhou, Xiaogang Xu, Jiafei Wu, Liming Fang, Zhe Liu | Published: 2025-08-14
EditMF: Drawing an Invisible Fingerprint for Your Large Language Models
Authors: Jiaxuan Wu, Yinghan Zhou, Wanli Peng, Yiming Xue, Juan Wen, Ping Zhong | Published: 2025-08-12
Repairing vulnerabilities without invisible hands. A differentiated replication study on LLMs
Authors: Maria Camporese, Fabio Massacci | Published: 2025-07-28
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
Authors: Zhengyue Zhao, Yingzi Ma, Somesh Jha, Marco Pavone, Patrick McDaniel, Chaowei Xiao | Published: 2025-07-14 | Updated: 2025-10-20
GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing
Authors: Peiyan Zhang, Haibo Jin, Liying Kang, Haohan Wang | Published: 2025-07-10
Hybrid LLM-Enhanced Intrusion Detection for Zero-Day Threats in IoT Networks
Authors: Mohammad F. Al-Hammouri, Yazan Otoum, Rasha Atwa, Amiya Nayak | Published: 2025-07-10
The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation
Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
The Hidden Threat in Plain Text: Attacking RAG Data Loaders
Authors: Alberto Castagnaro, Umberto Salviati, Mauro Conti, Luca Pajola, Simeone Pizzi | Published: 2025-07-07
Are AI-Generated Fixes Secure? Analyzing LLM and Agent Patches on SWE-bench
Authors: Amirali Sajadi, Kostadin Damevski, Preetha Chatterjee | Published: 2025-06-30 | Updated: 2025-07-24