Number of items: 12.
Conference or Workshop Item (A Paper)
Li, Zheng and Yu, Ning and Salem, Ahmed and Backes, Michael and Fritz, Mario and Zhang, Yang
(2023)
UnGANable: Defending Against GAN-based Face Manipulation.
Liu, Yugeng and Wen, Rui and He, Xinlei and Salem, Ahmed and Zhang, Zhikun and Backes, Michael and De Cristofaro, Emiliano and Fritz, Mario and Zhang, Yang
(2022)
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models.
Salem, Ahmed and Wen, Rui and Backes, Michael and Ma, Shiqing and Zhang, Yang
(2022)
Dynamic Backdoor Attacks Against Machine Learning Models.
Salem, Ahmed and Backes, Michael and Zhang, Yang
(2022)
Get a Model! Model Hijacking Attack Against Machine Learning Models.
Hanzlik, Lucjan and Zhang, Yang and Grosse, Kathrin and Salem, Ahmed and Augustin, Maximilian and Backes, Michael and Fritz, Mario
(2021)
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
Chen, Xiaoyi and Salem, Ahmed and Chen, Dingfan and Backes, Michael and Ma, Shiqing and Shen, Qingni and Wu, Zhonghai and Zhang, Yang
(2021)
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements.
Salem, Ahmed and Bhattacharya, Apratim and Backes, Michael and Fritz, Mario and Zhang, Yang
(2020)
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning.
Jia, Jinyuan and Salem, Ahmed and Backes, Michael and Gong, Neil Zhenqiang and Zhang, Yang
(2019)
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples.
Salem, Ahmed and Zhang, Yang and Humbert, Mathias and Berrang, Pascal and Fritz, Mario and Backes, Michael
(2019)
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Salem, Ahmed and Berrang, Pascal and Humbert, Mathias and Backes, Michael
(2018)
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
(In Press)
Thesis
Salem, Ahmed
(2016)
CRRP: A Cryptographic Protocol for Coercion-Resistant Rating Platforms.
Masters thesis, UNSPECIFIED.
Other
Hanzlik, Lucjan and Zhang, Yang and Grosse, Kathrin and Salem, Ahmed and Augustin, Max and Backes, Michael and Fritz, Mario
(2018)
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
This list was generated on Mon Dec 30 06:09:31 2024 CET.