Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst
Homomorphic CNN on Encrypted Data with GPUs

Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs

2 November 2018

Ahmad Al Badawi

Khin Mi Mi Aung

V. Chandrasekhar

Papers citing "Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs"

12 / 12 papers shown

Title
Privacy-Preserving Credit Card Fraud Detection using Homomorphic Encryption David Nugent 13 2 0 12 Nov 2022
Private and Reliable Neural Network Inference Nikola Jovanović Marc Fischer Samuel Steffen Martin Vechev 22 14 0 27 Oct 2022
SoK: Privacy Preserving Machine Learning using Functional Encryption: Opportunities and Challenges Prajwal Panzade Daniel Takabi 19 6 0 11 Apr 2022
Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network Joon-Woo Lee Hyungchul Kang Yongwoo Lee W. Choi Jieun Eom ... Eunsang Lee Junghyun Lee Donghoon Yoo Young-Sik Kim Jong-Seon No 17 245 0 14 Jun 2021
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data Junghyun Lee Eunsang Lee Joon-Woo Lee Yongjune Kim Young-Sik Kim Jong-Seon No 24 56 0 23 May 2021
Efficient Encrypted Inference on Ensembles of Decision Trees Kanthi Kiran Sarpatwar Karthik Nandakumar Nalini Ratha J. Rayfield Karthikeyan Shanmugam Sharath Pankanti Roman Vaculin FedML 22 5 0 05 Mar 2021
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research N. Ahmed Muntasir Wahed 25 106 0 22 Oct 2020
Highly Accurate CNN Inference Using Approximate Activation Functions over Homomorphic Encryption Takumi Ishiyama Takuya Suzuki Hayato Yamana 29 37 0 08 Sep 2020
Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks Lixin Fan Kam Woh Ng Ce Ju Tianyu Zhang Chang Liu Chee Seng Chan Qiang Yang MIACV 17 63 0 20 Jun 2020
PrivFT: Private and Fast Text Classification with Homomorphic Encryption Ahmad Al Badawi Louie Hoang Chan Fook Mun Kim Laine Khin Mi Mi Aung 27 79 0 19 Aug 2019
Partially Encrypted Machine Learning using Functional Encryption T. Ryffel Edouard Dufour Sans Romain Gay Francis R. Bach D. Pointcheval FedML 13 33 0 24 May 2019
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images Jin Chao Ahmad Al Badawi Balagopal Unnikrishnan Jie Lin Chan Fook Mun ... Michael Chiang Jayashree Kalpathy-Cramer V. Chandrasekhar Pavitra Krishnaswamy Khin Mi Mi Aung 14 21 0 29 Jan 2019