Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services
Authors: Shaopeng Fu, Xuexue Sun, Ke Qing, Tianhang Zheng, Di Wang | Published: 2024-08-05
Attack Method
Practical Attacks against Black-box Code Completion Engines
Authors: Slobodan Jenko, Jingxuan He, Niels Mündler, Mark Vero, Martin Vechev | Published: 2024-08-05
Systematic Categorization, Construction and Evaluation of New Attacks against Multi-modal Mobile GUI Agents
Authors: Yulong Yang, Xinshan Yang, Shuaidong Li, Chenhao Lin, Zhengyu Zhao, Chao Shen, Tianwei Zhang | Published: 2024-07-12 | Updated: 2025-03-16
TPIA: Towards Target-specific Prompt Injection Attack against Code-oriented Large Language Models
Authors: Yuchen Yang, Hongwei Yao, Bingrun Yang, Yiling He, Yiming Li, Tianwei Zhang, Zhan Qin, Kui Ren, Chun Chen | Published: 2024-07-12 | Updated: 2025-01-16
MALT Powers Up Adversarial Attacks
Authors: Odelia Melamed, Gilad Yehudai, Adi Shamir | Published: 2024-07-02
Can Go AIs be adversarially robust?
Authors: Tom Tseng, Euan McLean, Kellin Pelrine, Tony T. Wang, Adam Gleave | Published: 2024-06-18 | Updated: 2025-01-14
UIFV: Data Reconstruction Attack in Vertical Federated Learning
Authors: Jirui Yang, Peng Chen, Zhihui Lu, Qiang Duan, Yubing Bao | Published: 2024-06-18 | Updated: 2025-01-14
Knowledge Return Oriented Prompting (KROP)
Authors: Jason Martin, Kenneth Yeung | Published: 2024-06-11
Model for Peanuts: Hijacking ML Models without Training Access is Possible
Authors: Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani | Published: 2024-06-03
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
Authors: Thibault Simonetto, Salah Ghamizi, Maxime Cordy | Published: 2024-06-02