Rotated Robustness: A Training-Free Defense against Bit-Flip Attacks on Large Language Models
Authors: Deng Liu, Song Chen | Published: 2026-03-17
Vulnerability Management
Cascade: Composing Software-Hardware Attack Gadgets for Adversarial Threat Amplification in Compound AI Systems
Authors: Sarbartha Banerjee, Prateek Sahu, Anjo Vahldiek-Oberwagner, Jose Sanchez Vicarte, Mohit Tiwari | Published: 2026-03-12
Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats
Authors: Xinhao Deng, Yixiang Zhang, Jiaqing Wu, Jiaqi Bai, Sibo Yi, Zhuoheng Zou, Yue Xiao, Rennai Qiu, Jianan Ma, Jialuo Chen, Xiaohu Du, Xiaofang Yang, Shiwen Cui, Changhua Meng, Weiqiang Wang, Jiaxing Song, Ke Xu, Qi Li | Published: 2026-03-12
Compartmentalization-Aware Automated Program Repair
Authors: Jia Hu, Youcheng Sun, Pierre Olivier | Published: 2026-03-10
PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design
Authors: Ruozhao Yang, Mingfei Cheng, Gelei Deng, Tianwei Zhang, Junjie Wang, Xiaofei Xie | Published: 2025-12-16
Mind Your Server: A Systematic Study of Parasitic Toolchain Attacks on the MCP Ecosystem
Authors: Shuli Zhao, Qinsheng Hou, Zihan Zhan, Yanhao Wang, Yuchong Xie, Yu Guo, Libo Chen, Shenghong Li, Zhi Xue | Published: 2025-09-08
VerilogLAVD: LLM-Aided Rule Generation for Vulnerability Detection in Verilog
Authors: Xiang Long, Yingjie Xia, Xiyuan Chen, Li Kuang | Published: 2025-08-18
SecFSM: Knowledge Graph-Guided Verilog Code Generation for Secure Finite State Machines in Systems-on-Chip
Authors: Ziteng Hu, Yingjie Xia, Xiyuan Chen, Li Kuang | Published: 2025-08-18
Repairing vulnerabilities without invisible hands. A differentiated replication study on LLMs
Authors: Maria Camporese, Fabio Massacci | Published: 2025-07-28
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
Authors: Hwiwon Lee, Ziqi Zhang, Hanxiao Lu, Lingming Zhang | Published: 2025-06-13 | Updated: 2025-10-22