PiMRef: Detecting and Explaining Ever-evolving Spear Phishing Emails with Knowledge Base Invariants

Authors: Ruofan Liu, Yun Lin, Silas Yeo Shuen Yu, Xiwen Teoh, Zhenkai Liang, Jin Song Dong | Published: 2025-07-21

Fake or Real: The Impostor Hunt in Texts for Space Operations

Authors: Agata Kaczmarek, Dawid Płudowski, Piotr Wilczyński, Przemysław Biecek, Krzysztof Kotowski, Ramez Shendy, Jakub Nalepa, Artur Janicki, Evridiki Ntagiou | Published: 2025-07-17 | Updated: 2025-07-21

A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models

Authors: Chao Feng, Alberto Huertas Celdran, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gerome Bovet, Burkhard Stiller | Published: 2025-07-17

MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems

Authors: Yu Cui, Hongyang Du | Published: 2025-07-17

Thought Purity: Defense Paradigm For Chain-of-Thought Attack

Authors: Zihao Xue, Zhen Bi, Long Ma, Zhenlin Hu, Yan Wang, Zhenfang Liu, Qing Sheng, Jie Xiao, Jungang Lou | Published: 2025-07-16

LLAMA: Multi-Feedback Smart Contract Fuzzing Framework with LLM-Guided Seed Generation

Authors: Keke Gai, Haochen Liang, Jing Yu, Liehuang Zhu, Dusit Niyato | Published: 2025-07-16

From Semantic Web and MAS to Agentic AI: A Unified Narrative of the Web of Agents

Authors: Tatiana Petrova, Boris Bliznioukov, Aleksandr Puzikov, Radu State | Published: 2025-07-14 | Updated: 2025-07-16

Defending Against Prompt Injection With a Few DefensiveTokens

Authors: Sizhe Chen, Yizhu Wang, Nicholas Carlini, Chawin Sitawarin, David Wagner | Published: 2025-07-10

Can Large Language Models Improve Phishing Defense? A Large-Scale Controlled Experiment on Warning Dialogue Explanations

Authors: Federico Maria Cau, Giuseppe Desolda, Francesco Greco, Lucio Davide Spano, Luca Viganò | Published: 2025-07-10

GuardVal: Dynamic Large Language Model Jailbreak Evaluation for Comprehensive Safety Testing

Authors: Peiyan Zhang, Haibo Jin, Liying Kang, Haohan Wang | Published: 2025-07-10