Exploring Backdoor Attack and Defense for LLM-empowered Recommendations
Authors: Liangbo Ning, Wenqi Fan, Qing Li | Published: 2025-04-15
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Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails
Authors: William Hackett, Lewis Birch, Stefan Trawicki, Neeraj Suri, Peter Garraghan | Published: 2025-04-15
Benchmarking Practices in LLM-driven Offensive Security: Testbeds, Metrics, and Experiment Design
Authors: Andreas Happe, Jürgen Cito | Published: 2025-04-14
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
Authors: Yanbo Wang, Jiyang Guan, Jian Liang, Ran He | Published: 2025-04-14
StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models
Authors: Yang Feng, Xudong Pan | Published: 2025-04-14
An Investigation of Large Language Models and Their Vulnerabilities in Spam Detection
Authors: Qiyao Tang, Xiangyang Li | Published: 2025-04-14
ControlNET: A Firewall for RAG-based LLM System
Authors: Hongwei Yao, Haoran Shi, Yidou Chen, Yixin Jiang, Cong Wang, Zhan Qin | Published: 2025-04-13 | Updated: 2025-04-17
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
Authors: Yang Jiao, Xiaodong Wang, Kai Yang | Published: 2025-04-10
LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware
Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-04-09
Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices — A Roadmap
Authors: Pascal Schöttle, Matthias Janetschek, Florian Merkle, Martin Nocker, Christoph Egger | Published: 2025-04-09