Ahmed Salem
Ahmed Salem
CISPA Helmholtz Center for Information Security
Verified email at - Homepage
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Ml-leaks: Model and data independent membership inference attacks and defenses on machine learning models
A Salem, Y Zhang, M Humbert, P Berrang, M Fritz, M Backes
Annual Network and Distributed System Security Symposium (NDSS), 2019
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples
J Jia, A Salem, M Backes, Y Zhang, NZ Gong
ACM SIGSAC Conference on Computer and Communications Security (CCS), 2019
Updates-leak: Data set inference and reconstruction attacks in online learning
A Salem, A Bhattacharya, M Backes, M Fritz, Y Zhang
USENIX Security Symposium, 2019
Dynamic backdoor attacks against machine learning models
A Salem, R Wen, M Backes, S Ma, Y Zhang
2022 IEEE 7th European Symposium on Security and Privacy (EuroS&P), 703-718, 2022
Badnl: Backdoor attacks against nlp models
X Chen, A Salem, M Backes, S Ma, Y Zhang
ICML 2021 Workshop on Adversarial Machine Learning, 2021
Mlcapsule: Guarded offline deployment of machine learning as a service
L Hanzlik, Y Zhang, K Grosse, A Salem, M Augustin, M Backes, M Fritz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
{ML-Doctor}: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
Y Liu, R Wen, X He, A Salem, Z Zhang, M Backes, E De Cristofaro, M Fritz, ...
31st USENIX Security Symposium (USENIX Security 22), 4525-4542, 2022
Don't Trigger Me! A Triggerless Backdoor Attack Against Deep Neural Networks
A Salem, M Backes, Y Zhang
arXiv preprint arXiv:2010.03282, 2020
Privacy-Preserving Similar Patient Queries for Combined Biomedical Data.
A Salem, P Berrang, M Humbert, M Backes
Proc. Priv. Enhancing Technol. 2019 (1), 47-67, 2019
Baaan: Backdoor attacks against autoencoder and gan-based machine learning models
A Salem, Y Sautter, M Backes, M Humbert, Y Zhang
arXiv preprint arXiv:2010.03007, 2020
Get a Model! Model Hijacking Attack Against Machine Learning Models
A Salem, M Backes, Y Zhang
arXiv preprint arXiv:2111.04394, 2021
CRRP: A Cryptographic Protocol for Coercion-Resistant Rating Platforms
A Salem
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