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Hossein Yalame
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FLAME: Taming Backdoors in Federated Learning
TD Nguyen, P Rieger, H Chen, H Yalame, H Möllering, H Fereidooni, ...
31th USENIX Security Symposium (USENIX Security 2022), 2022
220*2022
ABY2. 0: Improved Mixed-Protocol Secure Two-Party Computation
A Patra, T Schneider, A Suresh, H Yalame
30th USENIX Security Symposium (USENIX Security 2021), 2021
1932021
SAFELearn: secure aggregation for private federated learning
H Fereidooni, S Marchal, M Miettinen, A Mirhoseini, H Möllering, ...
4th IEEE Security and Privacy Workshops (SPW), 2021
1482021
MP2ML: a mixed-protocol machine learning framework for private inference
F Boemer, R Cammarota, D Demmler, T Schneider, H Yalame
15th International Conference on Availability, Reliability and Security …, 2020
1122020
SoK: Efficient Privacy-preserving Clustering
A Hegde, H Möllering, T Schneider, H Yalame
Privacy Enhancing Technologies Symposium (PETS 2021), 2021
282021
Small Constant Mean-Error Imprecise Adder/Multiplier for Efficient VLSI Implementation of MAC-based Applications
MHS Javadi, H Yalame, HR Mahdiani
IEEE Transactions on Computers (TC 2020), 2020
192020
Balancing quality and efficiency in private clustering with affinity propagation
H Keller, H Möllering, T Schneider, H Yalame
18th International Conference on Security and Cryptography (SECRYPT 2021), 2021
17*2021
SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
T Gehlhar, F Marx, T Schneider, A Suresh, T Wehrle, H Yalame
6. Deep Learning Security and Privacy Workshop (DLSP'23), 2023
122023
SynCirc: Efficient Synthesis of Depth-Optimized Circuits for Secure Computation
A Patra, T Schneider, A Suresh, H Yalame
14th IEEE International Symposium on Hardware Oriented Security and Trust …, 2021
122021
LLVM-Based Circuit Compilation for Practical Secure Computation
T Heldmann, T Schneider, O Tkachenko, C Weinert, H Yalame
19th International Conference on Applied Cryptography and Network Security …, 2021
122021
ScionFL: Efficient and Robust Secure Quantized Aggregation
Y Ben-Itzhak, H Möllering, B Pinkas, T Schneider, A Suresh, O Tkachenko, ...
2. IEEE Conference on Secure and Trustworthy Machine Learning (SaTML'24), 2024
11*2024
FLUTE: Fast and Secure Lookup Table Evaluations
A Brüggemann, R Hundt, T Schneider, A Suresh, H Yalame
44. IEEE Symposium on Security and Privacy (IEEE S&P'23), 2023
102023
VASA: Vector AES Instructions for Security Applications
JP Münch, T Schneider, H Yalame
37th Annual Computer Security Applications Conference (ACSAC 2021), 2021
102021
Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”
T Schneider, A Suresh, H Yalame
IEEE Transactions on Information Forensics and Security (TIFS) 18, 1407-1409, 2023
72023
Secure two-party computation using an efficient garbled circuit by reducing data transfer
MH Yalame, MH Farzam, S Bayat-Sarmadi
International Conference on Applications and Techniques in Information …, 2017
52017
HyFL: A Hybrid Approach For Private Federated Learning
F Marx, T Schneider, A Suresh, T Wehrle, C Weinert, H Yalame
arXiv preprint arXiv:2302.09904, 2023
42023
Don't Eject the Impostor: Fast Three-Party Computation With a Known Cheater
A Brüggemann, O Schick, T Schneider, A Suresh, H Yalame
45. IEEE Symposium on Security and Privacy (IEEE S&P'24), 2024
3*2024
Attesting Distributional Properties of Training Data for Machine Learning
V Duddu, A Das, N Khayata, H Yalame, T Schneider, N Asokan
arXiv preprint arXiv:2308.09552, 2023
12023
Breaking the Size Barrier: Universal Circuits meet Lookup Tables
Y Disser, D Günther, T Schneider, M Stillger, A Wigandt, H Yalame
International Conference on the Theory and Application of Cryptology and …, 2023
2023
Griffin: Towards Mixed Multi-Key Homomorphic Encryption
T Schneider, H Yalame, M Yonli
20. International Conference on Security and Cryptography (SECRYPT'23), 2023
2023
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