Time Traveling to Defend Against Adversarial Example Attacks in Image Classification
Authors: Anthony Etim, Jakub Szefer | Published: 2024-10-10
Defense Method
Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems
Authors: Donghyun Lee, Mo Tiwari | Published: 2024-10-09
SecAlign: Defending Against Prompt Injection with Preference Optimization
Authors: Sizhe Chen, Arman Zharmagambetov, Saeed Mahloujifar, Kamalika Chaudhuri, David Wagner, Chuan Guo | Published: 2024-10-07 | Updated: 2025-01-13
SoK: Towards Security and Safety of Edge AI
Authors: Tatjana Wingarz, Anne Lauscher, Janick Edinger, Dominik Kaaser, Stefan Schulte, Mathias Fischer | Published: 2024-10-07
Robustness Reprogramming for Representation Learning
Authors: Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu | Published: 2024-10-06
Enhancing Robustness of Graph Neural Networks through p-Laplacian
Authors: Anuj Kumar Sirohi, Subhanu Halder, Kabir Kumar, Sandeep Kumar | Published: 2024-09-27
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