Amplifying Machine Learning Attacks Through Strategic Compositions
Authors: Yugeng Liu, Zheng Li, Hai Huang, Michael Backes, Yang Zhang | Published: 2025-06-23
Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks
Authors: Xiaodong Wu, Xiangman Li, Jianbing Ni | Published: 2025-06-23
DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?
Authors: Francesco Marchiori, Marco Alecci, Luca Pajola, Mauro Conti | Published: 2025-06-23
Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection
Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23
VReaves: Eavesdropping on Virtual Reality App Identity and Activity via Electromagnetic Side Channels
Authors: Wei Sun, Minghong Fang, Mengyuan Li | Published: 2025-06-21 | Updated: 2025-06-24
Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases
Authors: Yubeen Bae, Minchan Kim, Jaejin Lee, Sangbum Kim, Jaehyung Kim, Yejin Choi, Niloofar Mireshghallah | Published: 2025-06-19 | Updated: 2025-07-01
ETrace:Event-Driven Vulnerability Detection in Smart Contracts via LLM-Based Trace Analysis
Authors: Chenyang Peng, Haijun Wang, Yin Wu, Hao Wu, Ming Fan, Yitao Zhao, Ting Liu | Published: 2025-06-18 | Updated: 2025-07-08
Evaluating Large Language Models for Phishing Detection, Self-Consistency, Faithfulness, and Explainability
Authors: Shova Kuikel, Aritran Piplai, Palvi Aggarwal | Published: 2025-06-16
Weakest Link in the Chain: Security Vulnerabilities in Advanced Reasoning Models
Authors: Arjun Krishna, Aaditya Rastogi, Erick Galinkin | Published: 2025-06-16
Watermarking LLM-Generated Datasets in Downstream Tasks
Authors: Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang | Published: 2025-06-16