From Principle to Practice: Vertical Data Minimization for Machine Learning
Authors: Robin Staab, Nikola Jovanović, Mislav Balunović, Martin Vechev | Published: 2023-11-17 | Updated: 2023-11-22
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FedTruth: Byzantine-Robust and Backdoor-Resilient Federated Learning Framework
Authors: Sheldon C. Ebron Jr., Kan Yang | Published: 2023-11-17
You Cannot Escape Me: Detecting Evasions of SIEM Rules in Enterprise Networks
Authors: Rafael Uetz, Marco Herzog, Louis Hackländer, Simon Schwarz, Martin Henze | Published: 2023-11-16 | Updated: 2023-12-19
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring
Authors: Yuhang Li, Yihan Wang, Zhouxing Shi, Cho-Jui Hsieh | Published: 2023-11-16
Bergeron: Combating Adversarial Attacks through a Conscience-Based Alignment Framework
Authors: Matthew Pisano, Peter Ly, Abraham Sanders, Bingsheng Yao, Dakuo Wang, Tomek Strzalkowski, Mei Si | Published: 2023-11-16 | Updated: 2024-08-18
Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections
Authors: Yuanpu Cao, Bochuan Cao, Jinghui Chen | Published: 2023-11-15 | Updated: 2024-06-09
HAL 9000: Skynet’s Risk Manager
Authors: Tadeu Freitas, Mário Neto, Inês Dutra, João Soares, Manuel Correia, Rolando Martins | Published: 2023-11-15
Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment
Authors: Haoran Wang, Kai Shu | Published: 2023-11-15 | Updated: 2024-08-15
Are Normalizing Flows the Key to Unlocking the Exponential Mechanism?
Authors: Robert A. Bridges, Vandy J. Tombs, Christopher B. Stanley | Published: 2023-11-15 | Updated: 2024-06-11
Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts
Authors: Yuanwei Wu, Xiang Li, Yixin Liu, Pan Zhou, Lichao Sun | Published: 2023-11-15 | Updated: 2024-01-20