A Protection Method of Trained CNN Model Using Feature Maps Transformed
With Secret Key From Unauthorized Access

A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access

1 September 2021

Maungmaung Aprilpyone

Hitoshi Kiya

Papers citing "A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access"

18 / 18 papers shown

Title
A Protection Method of Trained CNN Model with Secret Key from Unauthorized Access AprilPyone Maungmaung Hitoshi Kiya 25 22 0 31 May 2021
Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key Maungmaung Aprilpyone Hitoshi Kiya 86 17 0 09 Apr 2021
Block-wise Image Transformation with Secret Key for Adversarially Robust Defense Maungmaung Aprilpyone Hitoshi Kiya 38 57 0 02 Oct 2020
Training DNN Model with Secret Key for Model Protection April Pyone Maung Maung Hitoshi Kiya 38 24 0 06 Aug 2020
A Privacy-Preserving Machine Learning Scheme Using EtC Images Ayana Kawamura Yuma Kinoshita T. Nakachi Sayaka Shiota Hitoshi Kiya 50 21 0 17 Jul 2020
[Extended version] Rethinking Deep Neural Network Ownership Verification: Embedding Passports to Defeat Ambiguity Attacks Lixin Fan Kam Woh Ng Chee Seng Chan AAML 32 191 0 16 Sep 2019
Privacy-Preserving Deep Neural Networks with Pixel-based Image Encryption Considering Data Augmentation in the Encrypted Domain Warit Sirichotedumrong Takahiro Maekawa Yuma Kinoshita Hitoshi Kiya 47 88 0 06 May 2019
Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images Tatsuya Chuman Warit Sirichotedumrong Hitoshi Kiya PICV 36 197 0 01 Nov 2018
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks Huili Chen B. Rouhani F. Koushanfar FedML 40 61 0 10 Apr 2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models B. Rouhani Huili Chen F. Koushanfar 75 48 0 02 Apr 2018
Learnable Image Encryption Masayuki Tanaka 46 100 0 19 Mar 2018
Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring Yossi Adi Carsten Baum Moustapha Cissé Benny Pinkas Joseph Keshet 56 673 0 13 Feb 2018
Adversarial Frontier Stitching for Remote Neural Network Watermarking Erwan Le Merrer P. Pérez Gilles Trédan MLAU AAML 71 337 0 06 Nov 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 141 1,779 0 10 Oct 2017
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates L. Smith Nicholay Topin AI4CE 74 520 0 23 Aug 2017
Embedding Watermarks into Deep Neural Networks Yusuke Uchida Yuki Nagai S. Sakazawa Shiníchi Satoh 98 603 0 15 Jan 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 204 14,831 1 21 Dec 2013