Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
Authors: Yanjiang Liu, Shuhen Zhou, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Hongyu Lin, Ben He, Xianpei Han, Le Sun | Published: 2025-01-03
Framework
BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction
Authors: Alaeddine Diaf, Abdelaziz Amara Korba, Nour Elislem Karabadji, Yacine Ghamri-Doudane | Published: 2025-01-03
Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
Authors: Joao Fonseca, Andrew Bell, Julia Stoyanovich | Published: 2025-01-02
On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-12-16 | Updated: 2025-01-10
CantorNet: A Sandbox for Testing Geometrical and Topological Complexity Measures
Authors: Michal Lewandowski, Hamid Eghbalzadeh, Bernhard A. Moser | Published: 2024-11-29 | Updated: 2025-01-28
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
Authors: Fardin Jalil Piran, Zhiling Chen, Mohsen Imani, Farhad Imani | Published: 2024-11-02 | Updated: 2025-03-22
CausAdv: A Causal-based Framework for Detecting Adversarial Examples
Authors: Hichem Debbi | Published: 2024-10-29
Unified Breakdown Analysis for Byzantine Robust Gossip
Authors: Renaud Gaucher, Aymeric Dieuleveut, Hadrien Hendrikx | Published: 2024-10-14 | Updated: 2025-02-03
DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction
Authors: Xinwei Zhang, Zhiqi Bu, Borja Balle, Mingyi Hong, Meisam Razaviyayn, Vahab Mirrokni | Published: 2024-10-04 | Updated: 2025-04-29
Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs
Authors: Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta | Published: 2024-10-04