NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural
Architecture Stealing

NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing

20 July 2021

Adnan Siraj Rakin

Papers citing "NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing"

9 / 9 papers shown

Title
Architectural Neural Backdoors from First Principles Harry Langford Ilia Shumailov Yiren Zhao Robert D. Mullins Nicolas Papernot AAML 30 2 0 10 Feb 2024
Defense against ML-based Power Side-channel Attacks on DNN Accelerators with Adversarial Attacks Xiaobei Yan Chip Hong Chang Tianwei Zhang AAML 26 1 0 07 Dec 2023
SparseLock: Securing Neural Network Models in Deep Learning Accelerators Nivedita Shrivastava S. Sarangi AAML 27 1 0 05 Nov 2023
ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-based Systems Mingyi Zhou Xiang Gao Jing Wu John C. Grundy Xiao Chen Chunyang Chen Li Li AAML 31 12 0 01 Jun 2023
DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing Mahya Morid Ahmadi Lilas Alrahis Ozgur Sinanoglu Muhammad Shafique AAML 25 7 0 12 Mar 2023
ObfuNAS: A Neural Architecture Search-based DNN Obfuscation Approach Tong Zhou Shaolei Ren Xiaolin Xu AAML 22 13 0 17 Aug 2022
NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks Mahya Morid Ahmadi Lilas Alrahis Alessio Colucci Ozgur Sinanoglu Muhammad Shafique AAML 24 8 0 01 Jun 2022
Seculator: A Fast and Secure Neural Processing Unit Nivedita Shrivastava S. Sarangi AAML 16 3 0 19 Apr 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017