Membership Inference Attacks on LLM-based Recommender Systems
Authors: Jiajie He, Yuechun Gu, Min-Chun Chen, Keke Chen | Published: 2025-08-26
プロンプトリーキング
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
VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
Authors: Zixuan Gu, Qiufeng Fan, Long Sun, Yang Liu, Xiaojun Ye | Published: 2025-08-05
A Survey on Data Security in Large Language Models
Authors: Kang Chen, Xiuze Zhou, Yuanguo Lin, Jinhe Su, Yuanhui Yu, Li Shen, Fan Lin | Published: 2025-08-04
SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection
Authors: Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma | Published: 2025-07-30
Can We End the Cat-and-Mouse Game? Simulating Self-Evolving Phishing Attacks with LLMs and Genetic Algorithms
Authors: Seiji Sato, Tetsushi Ohki, Masakatsu Nishigaki | Published: 2025-07-29
Information Security Based on LLM Approaches: A Review
Authors: Chang Gong, Zhongwen Li, Xiaoqi Li | Published: 2025-07-24
When LLMs Copy to Think: Uncovering Copy-Guided Attacks in Reasoning LLMs
Authors: Yue Li, Xiao Li, Hao Wu, Yue Zhang, Fengyuan Xu, Xiuzhen Cheng, Sheng Zhong | Published: 2025-07-22
LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models
Authors: Ahmed Lekssays, Hamza Mouhcine, Khang Tran, Ting Yu, Issa Khalil | Published: 2025-07-22
Depth Gives a False Sense of Privacy: LLM Internal States Inversion
Authors: Tian Dong, Yan Meng, Shaofeng Li, Guoxing Chen, Zhen Liu, Haojin Zhu | Published: 2025-07-22