SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
Authors: Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy | Published: 2024-03-13 | Updated: 2025-01-02
A Sophisticated Framework for the Accurate Detection of Phishing Websites
Authors: Asif Newaz, Farhan Shahriyar Haq, Nadim Ahmed | Published: 2024-03-13
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks
Authors: Guy Amit, Abigail Goldsteen, Ariel Farkash | Published: 2024-03-13
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
Authors: Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Anmin Fu, Zhi Zhang, Yu Shui | Published: 2024-03-13
Towards Independence Criterion in Machine Unlearning of Features and Labels
Authors: Ling Han, Nanqing Luo, Hao Huang, Jing Chen, Mary-Anne Hartley | Published: 2024-03-12
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
Authors: Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma | Published: 2024-03-12 | Updated: 2024-09-14
Duwak: Dual Watermarks in Large Language Models
Authors: Chaoyi Zhu, Jeroen Galjaard, Pin-Yu Chen, Lydia Y. Chen | Published: 2024-03-12 | Updated: 2024-08-08
Visual Privacy Auditing with Diffusion Models
Authors: Kristian Schwethelm, Johannes Kaiser, Moritz Knolle, Daniel Rueckert, Georgios Kaissis, Alexander Ziller | Published: 2024-03-12
WannaLaugh: A Configurable Ransomware Emulator — Learning to Mimic Malicious Storage Traces
Authors: Dionysios Diamantopoulos, Roman Pletka, Slavisa Sarafijanovic, A. L. Narasimha Reddy, Haris Pozidis | Published: 2024-03-12 | Updated: 2024-06-12
A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism
Authors: Zhiyu Chen, Yu Li, Suochao Zhang, Jingbo Zhou, Jiwen Zhou, Chenfu Bao, Dianhai Yu | Published: 2024-03-12