Computing Optimization-Based Prompt Injections Against Closed-Weights Models By Misusing a Fine-Tuning API
Authors: Andrey Labunets, Nishit V. Pandya, Ashish Hooda, Xiaohan Fu, Earlence Fernandes | Published: 2025-01-16
攻撃の評価
Neural Honeytrace: A Robust Plug-and-Play Watermarking Framework against Model Extraction Attacks
Authors: Yixiao Xu, Binxing Fang, Rui Wang, Yinghai Zhou, Shouling Ji, Yuan Liu, Mohan Li, Zhihong Tian | Published: 2025-01-16 | Updated: 2025-01-17
Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards
Authors: Yangsibo Huang, Milad Nasr, Anastasios Angelopoulos, Nicholas Carlini, Wei-Lin Chiang, Christopher A. Choquette-Choo, Daphne Ippolito, Matthew Jagielski, Katherine Lee, Ken Ziyu Liu, Ion Stoica, Florian Tramer, Chiyuan Zhang | Published: 2025-01-13
Learning-based Detection of GPS Spoofing Attack for Quadrotors
Authors: Pengyu Wang, Zhaohua Yang, Jialu Li, Ling Shi | Published: 2025-01-10
Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs
Authors: Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao, Bo Han, Yongjie Yin, Feng Zheng | Published: 2025-01-02 | Updated: 2025-01-10
FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses
Authors: Isaac Baglin, Xiatian Zhu, Simon Hadfield | Published: 2024-11-05 | Updated: 2025-01-05
F2A: An Innovative Approach for Prompt Injection by Utilizing Feign Security Detection Agents
Authors: Yupeng Ren | Published: 2024-10-11 | Updated: 2024-10-14
Study of Attacks on the HHL Quantum Algorithm
Authors: Yizhuo Tan, Hrvoje Kukina, Jakub Szefer | Published: 2024-10-10
Robustness Reprogramming for Representation Learning
Authors: Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu | Published: 2024-10-06
TA3: Testing Against Adversarial Attacks on Machine Learning Models
Authors: Yuanzhe Jin, Min Chen | Published: 2024-10-06