Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs
Authors: Pan Suo, Yu-Ming Shang, San-Chuan Guo, Xi Zhang | Published: 2025-04-30
LLM Performance Evaluation
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code
Authors: Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha, Rajinus Salehat | Published: 2025-04-23
aiXamine: Simplified LLM Safety and Security
Authors: Fatih Deniz, Dorde Popovic, Yazan Boshmaf, Euisuh Jeong, Minhaj Ahmad, Sanjay Chawla, Issa Khalil | Published: 2025-04-21 | Updated: 2025-04-23
Watermarking Needs Input Repetition Masking
Authors: David Khachaturov, Robert Mullins, Ilia Shumailov, Sumanth Dathathri | Published: 2025-04-16
The Digital Cybersecurity Expert: How Far Have We Come?
Authors: Dawei Wang, Geng Zhou, Xianglong Li, Yu Bai, Li Chen, Ting Qin, Jian Sun, Dan Li | Published: 2025-04-16
Progent: Programmable Privilege Control for LLM Agents
Authors: Tianneng Shi, Jingxuan He, Zhun Wang, Linyu Wu, Hongwei Li, Wenbo Guo, Dawn Song | Published: 2025-04-16
Exploring Backdoor Attack and Defense for LLM-empowered Recommendations
Authors: Liangbo Ning, Wenqi Fan, Qing Li | Published: 2025-04-15
Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails
Authors: William Hackett, Lewis Birch, Stefan Trawicki, Neeraj Suri, Peter Garraghan | Published: 2025-04-15 | Updated: 2025-04-16
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