AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs
Authors: Ruisi Zhang, Yifei Zhao, Neusha Javidnia, Mengxin Zheng, Farinaz Koushanfar | Published: 2025-09-08
大規模言語モデル
VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
Authors: Weizhe Wang, Wei Ma, Qiang Hu, Yao Zhang, Jianfei Sun, Bin Wu, Yang Liu, Guangquan Xu, Lingxiao Jiang | Published: 2025-09-03
Safety Alignment Should Be Made More Than Just A Few Attention Heads
Authors: Chao Huang, Zefeng Zhang, Juewei Yue, Quangang Li, Chuang Zhang, Tingwen Liu | Published: 2025-08-27
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
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