RLCracker: Exposing the Vulnerability of LLM Watermarks with Adaptive RL Attacks
Authors: Hanbo Huang, Yiran Zhang, Hao Zheng, Xuan Gong, Yihan Li, Lin Liu, Shiyu Liang | Published: 2025-09-25
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FlowXpert: Context-Aware Flow Embedding for Enhanced Traffic Detection in IoT Network
Authors: Chao Zha, Haolin Pan, Bing Bai, Jiangxing Wu, Ruyun Zhang | Published: 2025-09-25
ExpIDS: A Drift-adaptable Network Intrusion Detection System With Improved Explainability
Authors: Ayush Kumar, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-09-25
Cryptographic Backdoor for Neural Networks: Boon and Bane
Authors: Anh Tu Ngo, Anupam Chattopadhyay, Subhamoy Maitra | Published: 2025-09-25
Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation
Authors: Wenkai Guo, Xuefeng Liu, Haolin Wang, Jianwei Niu, Shaojie Tang, Jing Yuan | Published: 2025-09-25
A Framework for Rapidly Developing and Deploying Protection Against Large Language Model Attacks
Authors: Adam Swanda, Amy Chang, Alexander Chen, Fraser Burch, Paul Kassianik, Konstantin Berlin | Published: 2025-09-25
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface
Authors: Atousa Arzanipour, Rouzbeh Behnia, Reza Ebrahimi, Kaushik Dutta | Published: 2025-09-24
Investigating Security Implications of Automatically Generated Code on the Software Supply Chain
Authors: Xiaofan Li, Xing Gao | Published: 2025-09-24
STAF: Leveraging LLMs for Automated Attack Tree-Based Security Test Generation
Authors: Tanmay Khule, Stefan Marksteiner, Jose Alguindigue, Hannes Fuchs, Sebastian Fischmeister, Apurva Narayan | Published: 2025-09-24
CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning
Authors: Lauren Deason, Adam Bali, Ciprian Bejean, Diana Bolocan, James Crnkovich, Ioana Croitoru, Krishna Durai, Chase Midler, Calin Miron, David Molnar, Brad Moon, Bruno Ostarcevic, Alberto Peltea, Matt Rosenberg, Catalin Sandu, Arthur Saputkin, Sagar Shah, Daniel Stan, Ernest Szocs, Shengye Wan, Spencer Whitman, Sven Krasser, Joshua Saxe | Published: 2025-09-24