Federated Learning: An approach with Hybrid Homomorphic Encryption
Authors: Pedro Correia, Ivan Silva, Ivone Amorim, Eva Maia, Isabel Praça | Published: 2025-09-03
VulnRepairEval: An Exploit-Based Evaluation Framework for Assessing Large Language Model Vulnerability Repair Capabilities
Authors: Weizhe Wang, Wei Ma, Qiang Hu, Yao Zhang, Jianfei Sun, Bin Wu, Yang Liu, Guangquan Xu, Lingxiao Jiang | Published: 2025-09-03
A Comprehensive Guide to Differential Privacy: From Theory to User Expectations
Authors: Napsu Karmitsa, Antti Airola, Tapio Pahikkala, Tinja Pitkämäki | Published: 2025-09-03
AIはだまされることがある？～AIに仕掛けられるワナとその守り方～New
今や、AI（人工知能）は私たちの生活のあちこちで使われています。たとえば、スマートフォンの顔認証や自動運転の自動車、オンラインストアでの商品のおすすめ表示などもそうです。でも、そんな便利なAIも「だまされてしまう」ことがあるのをご存じでしょうか？その代表例が、「敵対的サンプル」と呼ばれる仕掛けです。この記事では、その仕組みと守り方を、できるだけわかりやすくご紹介します。
PromptCOS: Towards System Prompt Copyright Auditing for LLMs via Content-level Output Similarity
Authors: Yuchen Yang, Yiming Li, Hongwei Yao, Enhao Huang, Shuo Shao, Bingrun Yang, Zhibo Wang, Dacheng Tao, Zhan Qin | Published: 2025-09-03
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
Authors: Zhenhua Xu, Meng Han, Wenpeng Xing | Published: 2025-09-03
PromptSleuth: Detecting Prompt Injection via Semantic Intent Invariance
Authors: Mengxiao Wang, Yuxuan Zhang, Guofei Gu | Published: 2025-08-28
AI Agentic Vulnerability Injection And Transformation with Optimized Reasoning
Authors: Amine Lbath, Massih-Reza Amini, Aurelien Delaitre, Vadim Okun | Published: 2025-08-28
Multi-Agent Penetration Testing AI for the Web
Authors: Isaac David, Arthur Gervais | Published: 2025-08-28
CyberSleuth: Autonomous Blue-Team LLM Agent for Web Attack Forensics
Authors: Stefano Fumero, Kai Huang, Matteo Boffa, Danilo Giordano, Marco Mellia, Zied Ben Houidi, Dario Rossi | Published: 2025-08-28