Omri Soceanu

Orcid: 0000-0002-7570-4366

According to our database1, Omri Soceanu authored at least 14 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Power-Softmax: Towards Secure LLM Inference over Encrypted Data.
CoRR, 2024

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data.
Proc. Priv. Enhancing Technol., January, 2023

E2E near-standard and practical authenticated transciphering.
IACR Cryptol. ePrint Arch., 2023

Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection.
CoRR, 2023

Sensitive Tuning of Large Scale CNNs for E2E Secure Prediction using Homomorphic Encryption.
CoRR, 2023

Efficient Pruning for Machine Learning Under Homomorphic Encryption.
Proceedings of the Computer Security - ESORICS 2023, 2023

Poster: Efficient AES-GCM Decryption Under Homomorphic Encryption.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022
Complex Encoded Tile Tensors: Accelerating Encrypted Analytics.
IEEE Secur. Priv., 2022

HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion.
CoRR, 2022

Privacy-Preserving Record Linkage Using Local Sensitive Hash and Private Set Intersection.
Proceedings of the Applied Cryptography and Network Security Workshops, 2022

2020
Tile Tensors: A versatile data structure with descriptive shapes for homomorphic encryption.
CoRR, 2020

A Cloud-Based Anomaly Detection for IoT Big Data.
Proceedings of the Cyber-Physical Security for Critical Infrastructures Protection, 2020

2010
Object reidentification in real world scenarios across multiple non-overlapping cameras.
Proceedings of the 18th European Signal Processing Conference, 2010


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