Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By ACM

9781450380881

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

MP2ML

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419425 ◽

2020 ◽

Cited By ~ 3

Author(s):

Fabian Boemer ◽

Rosario Cammarota ◽

Daniel Demmler ◽

Thomas Schneider ◽

Hossein Yalame

Download Full-text

TinyGarble2

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419433 ◽

2020 ◽

Author(s):

Siam Hussain ◽

Baiyu Li ◽

Farinaz Koushanfar ◽

Rosario Cammarota

Download Full-text

Information Leakage by Model Weights on Federated Learning

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419423 ◽

2020 ◽

Author(s):

Xiaoyun Xu ◽

Jingzheng Wu ◽

Mutian Yang ◽

Tianyue Luo ◽

Xu Duan ◽

...

Keyword(s):

Information Leakage

Download Full-text

Introduction to Secure Collaborative Intelligence (SCI) Lab

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3418606 ◽

2020 ◽

Author(s):

Pu Duan

Keyword(s):

Collaborative Intelligence

Download Full-text

Engineering Privacy-Preserving Machine Learning Protocols

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3418607 ◽

2020 ◽

Author(s):

Thomas Schneider

Keyword(s):

Machine Learning ◽

Privacy Preserving ◽

Learning Protocols

Download Full-text

A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419432 ◽

2020 ◽

Author(s):

Veneta Haralampieva ◽

Daniel Rueckert ◽

Jonathan Passerat-Palmbach

Keyword(s):

Machine Learning ◽

Image Classification ◽

Systematic Comparison

Download Full-text

Zero-Knowledge Proofs for Machine Learning

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3418608 ◽

2020 ◽

Author(s):

Yupeng Zhang

Keyword(s):

Machine Learning ◽

Zero Knowledge

Download Full-text

Delphi

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419418 ◽

2020 ◽

Cited By ~ 1

Author(s):

Pratyush Mishra ◽

Ryan Lehmkuhl ◽

Akshayaram Srinivasan ◽

Wenting Zheng ◽

Raluca Ada Popa

Download Full-text

Faster Secure Multiparty Computation of Adaptive Gradient Descent

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3419427 ◽

2020 ◽

Author(s):

Wen-jie Lu ◽

Yixuan Fang ◽

Zhicong Huang ◽

Cheng Hong ◽

Chaochao Chen ◽

...

Keyword(s):

Gradient Descent ◽

Secure Multiparty Computation ◽

Multiparty Computation

Download Full-text

MC2: A Secure Collaborative Computation Platform

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice ◽

10.1145/3411501.3418609 ◽

2020 ◽

Author(s):

Raluca Ada Popa

Download Full-text

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in PracticeLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By ACM

MP2ML

TinyGarble2

Information Leakage by Model Weights on Federated Learning

Introduction to Secure Collaborative Intelligence (SCI) Lab

Engineering Privacy-Preserving Machine Learning Protocols

A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification

Zero-Knowledge Proofs for Machine Learning

Delphi

Faster Secure Multiparty Computation of Adaptive Gradient Descent

MC2: A Secure Collaborative Computation Platform

Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice
Latest Publications