A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
Authors: Huandong Wang, Wenjie Fu, Yingzhou Tang, Zhilong Chen, Yuxi Huang, Jinghua Piao, Chen Gao, Fengli Xu, Tao Jiang, Yong Li | Published: 2025-01-16
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks
Authors: Yixiao Xu, Binxing Fang, Rui Wang, Yinghai Zhou, Shouling Ji, Yuan Liu, Mohan Li, Zhihong Tian | Published: 2025-01-16 | Updated: 2025-01-17
Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography
Authors: Ilia Shumailov, Daniel Ramage, Sarah Meiklejohn, Peter Kairouz, Florian Hartmann, Borja Balle, Eugene Bagdasarian | Published: 2025-01-15
Multilingual Email Phishing Attacks Detection using OSINT and Machine Learning
Authors: Panharith An, Rana Shafi, Tionge Mughogho, Onyango Allan Onyango | Published: 2025-01-15
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
Authors: Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici | Published: 2025-01-14
Unveiling Provider Bias in Large Language Models for Code Generation
Authors: Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen, Yang Liu | Published: 2025-01-14
Adaptive Cybersecurity: Dynamically Retrainable Firewalls for Real-Time Network Protection
Authors: Sina Ahmadi | Published: 2025-01-14
A Review on the Security Vulnerabilities of the IoMT against Malware Attacks and DDoS
Authors: Lily Dzamesi, Nelly Elsayed | Published: 2025-01-13
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
Authors: Yangsibo Huang, Milad Nasr, Anastasios Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Ziyu Liu, Ion Stoica, Florian Tramer, Chiyuan Zhang | Published: 2025-01-13
A Novel Approach to Network Traffic Analysis: the HERA tool
Authors: Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça | Published: 2025-01-13