Ahmed Salem
Ahmed Salem
CISPA Helmholtz Center for Information Security
Verified email at cispa.de - Homepage
Title
Cited by
Cited by
Year
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
2392019
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
902019
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
642019
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
472021
Dynamic backdoor attacks against machine learning models
A Salem, R Wen, M Backes, S Ma, Y Zhang
arXiv preprint arXiv:2003.03675, 2020
402020
Badnl: Backdoor attacks against nlp models
X Chen, A Salem, M Backes, S Ma, Y Zhang
arXiv preprint arXiv:2006.01043, 2020
272020
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
82019
Don't Trigger Me! A Triggerless Backdoor Attack Against Deep Neural Networks
A Salem, M Backes, Y Zhang
arXiv preprint arXiv:2010.03282, 2020
72020
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
42020
CRRP: A Cryptographic Protocol for Coercion-Resistant Rating Platforms
A Salem
2016
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