Enhancing Robustness of Graph Neural Networks through p-Laplacian
Authors: Anuj Kumar Sirohi, Subhanu Halder, Kabir Kumar, Sandeep Kumar | Published: 2024-09-27
Defense Method
Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm
Authors: Jaehan Kim, Minkyoo Song, Seung Ho Na, Seungwon Shin | Published: 2024-09-21 | Updated: 2024-10-06
Defending against Model Inversion Attacks via Random Erasing
Authors: Viet-Hung Tran, Ngoc-Bao Nguyen, Son T. Mai, Hans Vandierendonck, Ngai-man Cheung | Published: 2024-09-02
EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models
Authors: Chongwen Zhao, Zhihao Dou, Kaizhu Huang | Published: 2024-08-21
Robust Image Classification: Defensive Strategies against FGSM and PGD Adversarial Attacks
Authors: Hetvi Waghela, Jaydip Sen, Sneha Rakshit | Published: 2024-08-20
Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning
Authors: Joon Kim, Sejin Park | Published: 2024-08-15
Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks
Authors: Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Weiming Zhang | Published: 2024-08-15 | Updated: 2024-08-22
Counter Denial of Service for Next-Generation Networks within the Artificial Intelligence and Post-Quantum Era
Authors: Saleh Darzi, Attila A. Yavuz | Published: 2024-08-08
Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Empirical Analysis
Authors: Ahod Alghureid, David Mohaisen | Published: 2024-08-06
Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense
Authors: Qilei Li, Ahmed M. Abdelmoniem | Published: 2024-08-05 | Updated: 2024-08-16