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
From Text to Actionable Intelligence: Automating STIX Entity and Relationship Extraction
Authors: Ahmed Lekssays, Husrev Taha Sencar, Ting Yu | 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
Talking Like a Phisher: LLM-Based Attacks on Voice Phishing Classifiers
Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-22
eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models
Authors: Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann | Published: 2025-07-22
Distilled Large Language Model in Confidential Computing Environment for System-on-Chip Design
Authors: Dong Ben, Hui Feng, Qian Wang | Published: 2025-07-22
Attacking interpretable NLP systems
Authors: Eldor Abdukhamidov, Tamer Abuhmed, Joanna C. S. Santos, Mohammed Abuhamad | Published: 2025-07-22
DP2Guard: A Lightweight and Byzantine-Robust Privacy-Preserving Federated Learning Scheme for Industrial IoT
Authors: Baofu Han, Bing Li, Yining Qi, Raja Jurdak, Kaibin Huang, Chau Yuen | Published: 2025-07-22
Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems
Authors: Andrii Balashov, Olena Ponomarova, Xiaohua Zhai | Published: 2025-07-21