Amit Portnoy

According to our database, Amit Portnoy authored at least 9 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR Solutions.

Amit Portnoy, Ehud Azikri, Shay Kels

CoRR, 2024

Accelerating Federated Learning with Quick Distributed Mean Estimation.

Ran Ben-Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

QUIC-FL: Quick Unbiased Compression for Federated Learning.

Ran Ben Basat, Shay Vargaftik, Amit Portnoy, Gil Einziger, Yaniv Ben-Itzhak, Michael Mitzenmacher

CoRR, 2022

EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning.

Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the International Conference on Machine Learning, 2022

SDR: Efficient Neural Re-ranking using Succinct Document Representation.

Nachshon Cohen, Amit Portnoy, Besnik Fetahu, Amir Ingber

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Communication-Efficient Federated Learning via Robust Distributed Mean Estimation.

Shay Vargaftik, Ran Ben Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

CoRR, 2021

DRIVE: One-bit Distributed Mean Estimation.

Shay Vargaftik, Ran Ben-Basat, Amit Portnoy, Gal Mendelson, Yaniv Ben-Itzhak, Michael Mitzenmacher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Towards Realistic Byzantine-Robust Federated Learning.

Amit Portnoy, Danny Hendler

CoRR, 2020

2015

A generic decentralized trust management framework.

Roy Friedman, Amit Portnoy

Softw. Pract. Exp., 2015