Digital Forgetting in Large Language Models: A Survey of Unlearning Methods
Authors: Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan | Published: 2024-04-02
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Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack
Authors: Ying Zhou, Ben He, Le Sun | Published: 2024-04-02
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
Authors: Fei Wei, Ergute Bao, Xiaokui Xiao, Yin Yang, Bolin Ding | Published: 2024-04-02 | Updated: 2024-04-03
Can Biases in ImageNet Models Explain Generalization?
Authors: Paul Gavrikov, Janis Keuper | Published: 2024-04-01
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
Authors: Yuxin Wen, Leo Marchyok, Sanghyun Hong, Jonas Geiping, Tom Goldstein, Nicholas Carlini | Published: 2024-04-01
Machine Unlearning for Traditional Models and Large Language Models: A Short Survey
Authors: Yi Xu | Published: 2024-04-01
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement
Authors: Jonathan Pan, Swee Liang Wong, Xin Wei Chia, Yidi Yuan | Published: 2024-04-01
An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks
Authors: Abdullah H Alqahtani | Published: 2024-04-01
What is in Your Safe Data? Identifying Benign Data that Breaks Safety
Authors: Luxi He, Mengzhou Xia, Peter Henderson | Published: 2024-04-01 | Updated: 2024-08-20
Can LLMs get help from other LLMs without revealing private information?
Authors: Florian Hartmann, Duc-Hieu Tran, Peter Kairouz, Victor Cărbune, Blaise Aguera y Arcas | Published: 2024-04-01 | Updated: 2024-04-02