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Hitoshi Kiya — most-cited papers & profile · Cybersecurity
← authors
·
overview
Hitoshi Kiya
27
papers ·
61
citations ·
34
h-index
Tokyo Metropolitan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Privacy-Preserving Deep Neural Networks with Pixel-based Image Encryption Considering Data Augmentation in the Encrypted Domain
2019 · 9 citations
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks
2020 · 4 citations
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks
2020 · 3 citations
Enhanced Security against Adversarial Examples Using a Random Ensemble of Encrypted Vision Transformer Models
2023 · 3 citations
Security Evaluation of Compressible Image Encryption for Privacy-Preserving Image Classification against Ciphertext-only Attacks
2022 · 2 citations
An Encryption Method of ConvMixer Models without Performance Degradation
2022 · 2 citations
On the Security of Pixel-Based Image Encryption for Privacy-Preserving Deep Neural Networks
2019 · 1 citations
Enhanced Security with Encrypted Vision Transformer in Federated Learning
2023 · 1 citations
Block Scrambling Image Encryption Used in Combination with Data Augmentation for Privacy-Preserving DNNs
2021
A Jigsaw Puzzle Solver-based Attack on Block-wise Image Encryption for Privacy-preserving DNNs
2022
A Random Ensemble of Encrypted models for Enhancing Robustness against Adversarial Examples
2024
Top co-authors
Warit Sirichotedumrong
· 4
Ryota Iijima
· 3
Sayaka Shiota
· 3
Tatsuya Chuman
· 3
Yuma Kinoshita
· 2
Miki Tanaka
· 1
Rei Aso
· 1
Takahiro Maekawa
· 1
Topics
Cryptography
Adversarial ML
Privacy
Network Security
LLM Security
Vulnerability Detection