LLM Jailbreak Detection for (Almost) Free!
Authors: Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu | Published: 2025-09-18
Literature Database
BEACON: Behavioral Malware Classification with Large Language Model Embeddings and Deep Learning
Authors: Wadduwage Shanika Perera, Haodi Jiang | Published: 2025-09-18
Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics
Authors: Benjamin Sterling, Yousef El-Laham, Mónica F. Bugallo | Published: 2025-09-17
Differential Privacy in Federated Learning: Mitigating Inference Attacks with Randomized Response
Authors: Ozer Ozturk, Busra Buyuktanir, Gozde Karatas Baydogmus, Kazim Yildiz | Published: 2025-09-17
Who Taught the Lie? Responsibility Attribution for Poisoned Knowledge in Retrieval-Augmented Generation
Authors: Baolei Zhang, Haoran Xin, Yuxi Chen, Zhuqing Liu, Biao Yi, Tong Li, Lihai Nie, Zheli Liu, Minghong Fang | Published: 2025-09-17
Secure UAV-assisted Federated Learning: A Digital Twin-Driven Approach with Zero-Knowledge Proofs
Authors: Md Bokhtiar Al Zami, Md Raihan Uddin, Dinh C. Nguyen | Published: 2025-09-17
Privacy-Aware In-Context Learning for Large Language Models
Authors: Bishnu Bhusal, Manoj Acharya, Ramneet Kaur, Colin Samplawski, Anirban Roy, Adam D. Cobb, Rohit Chadha, Susmit Jha | Published: 2025-09-17
A Multi-Agent LLM Defense Pipeline Against Prompt Injection Attacks
Authors: S M Asif Hossain, Ruksat Khan Shayoni, Mohd Ruhul Ameen, Akif Islam, M. F. Mridha, Jungpil Shin | Published: 2025-09-16 | Updated: 2025-10-01
Sy-FAR: Symmetry-based Fair Adversarial Robustness
Authors: Haneen Najjar, Eyal Ronen, Mahmood Sharif | Published: 2025-09-16
Jailbreaking Large Language Models Through Content Concretization
Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-09-16