A Practical Introduction to Side-Channel Extraction of Deep Neural
Network Parameters

A Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters

10 November 2022

Pierre-Alain Moëllic

Papers citing "A Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters"

11 / 11 papers shown

Title
A Hard-Label Cryptanalytic Extraction of Non-Fully Connected Deep Neural Networks using Side-Channel Attacks Benoît Coqueret Mathieu Carbone Olivier Sentieys Gabriel Zaid AAML MLAU 42 0 0 15 Nov 2024
BarraCUDA: GPUs do Leak DNN Weights Péter Horváth Lukasz Chmielewski Léo Weissbart L. Batina Y. Yarom 33 0 0 12 Dec 2023
When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence Benoît Coqueret Mathieu Carbone Olivier Sentieys Gabriel Zaid 58 2 0 23 Nov 2023
Like an Open Book? Read Neural Network Architecture with Simple Power Analysis on 32-bit Microcontrollers Raphael Joud Pierre-Alain Moëllic S. Pontié J. Rigaud 27 4 0 02 Nov 2023
BlackJack: Secure machine learning on IoT devices through hardware-based shuffling Karthik Ganesan Michal Fishkin Ourong Lin Natalie Enright Jerger 24 4 0 26 Oct 2023
Polynomial Time Cryptanalytic Extraction of Neural Network Models Adi Shamir Isaac Canales-Martínez Anna Hambitzer J. Chávez-Saab Francisco Rodríguez-Henríquez Nitin Satpute AAML MLAU 45 13 0 12 Oct 2023
Fault Injection and Safe-Error Attack for Extraction of Embedded Neural Network Models Kevin Hector Pierre-Alain Moëllic Mathieu Dumont J. Dutertre SILM MIACV 30 5 0 31 Aug 2023
Fault Injection on Embedded Neural Networks: Impact of a Single Instruction Skip Clément Gaine Pierre-Alain Moëllic O. Potin J. Dutertre AAML SILM 26 1 0 31 Aug 2023
Evaluation of Parameter-based Attacks against Embedded Neural Networks with Laser Injection Mathieu Dumont Kevin Hector Pierre-Alain Moëllic J. Dutertre S. Pontié AAML 26 2 0 25 Apr 2023
A Review of Confidentiality Threats Against Embedded Neural Network Models Raphael Joud Pierre-Alain Moëllic Rémi Bernhard J. Rigaud 28 6 0 04 May 2021
Cryptanalytic Extraction of Neural Network Models Nicholas Carlini Matthew Jagielski Ilya Mironov FedML MLAU MIACV AAML 75 134 0 10 Mar 2020