Chia-Mu Yu

Chia-Mu Yu

National Chiao Tung University

H-index: 21

Asia-Taiwan

About Chia-Mu Yu

Chia-Mu Yu, With an exceptional h-index of 21 and a recent h-index of 18 (since 2020), a distinguished researcher at National Chiao Tung University, specializes in the field of AI Security, Data Privacy, Data Anonymization, Cryptography.

His recent articles reflect a diverse array of research interests and contributions to the field:

Effective Adversarial Examples Identification of Credit Card Transactions

Exploring the benefits of visual prompting in differential privacy

Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Local differential privacy protocol for making key–value data robust against poisoning attacks

DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase

Exploring the Benefits of Differentially Private Pre-training and Parameter-Efficient Fine-tuning for Table Transformers

Genetic Algorithm-Based Fair Order Assignment Optimization of Food Delivery Platform

LDoS Attacks Detection for ICPS NB-IoTs Environment via SE-Based CNN

Chia-Mu Yu Information

University

Position

___

Citations(all)

1866

Citations(since 2020)

1149

Cited By

1146

hIndex(all)

21

hIndex(since 2020)

18

i10Index(all)

48

i10Index(since 2020)

36

Email

University Profile Page

National Chiao Tung University

Google Scholar

View Google Scholar Profile

Chia-Mu Yu Skills & Research Interests

AI Security

Data Privacy

Data Anonymization

Cryptography

Top articles of Chia-Mu Yu

Title

Journal

Author(s)

Publication Date

Effective Adversarial Examples Identification of Credit Card Transactions

IEEE Intelligent Systems

Min-Yan Tsai

Hsin-Hung Cho

Chia-Mu Yu

Yao-Chung Chang

Han-Chieh Chao

2024/3/21

Exploring the benefits of visual prompting in differential privacy

Yizhe Li

Yu-Lin Tsai

Chia-Mu Yu

Pin-Yu Chen

Xuebin Ren

2023

Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

arXiv preprint arXiv:2310.10012

Yu-Lin Tsai

Chia-Yi Hsu

Chulin Xie

Chih-Hsun Lin

Jia-You Chen

...

2023/10/16

Local differential privacy protocol for making key–value data robust against poisoning attacks

Hikaru Horigome

Hiroaki Kikuchi

Chia-Mu Yu

2023/5/19

DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase

arXiv preprint arXiv:2304.12185

Chih-Hsun Lin

Chia-Yi Hsu

Chia-Mu Yu

Yang Cao

Chun-Ying Huang

2023/4/20

Exploring the Benefits of Differentially Private Pre-training and Parameter-Efficient Fine-tuning for Table Transformers

arXiv preprint arXiv:2309.06526

Xilong Wang

Chia-Mu Yu

Pin-Yu Chen

2023/9/12

Genetic Algorithm-Based Fair Order Assignment Optimization of Food Delivery Platform

Min-Yan Tsai

Guo-Yu Lin

Jiang-Yi Zeng

Chia-Mu Yu

Chi-Yuan Chen

...

2023/4/11

LDoS Attacks Detection for ICPS NB-IoTs Environment via SE-Based CNN

IEEE Systems Journal

Hsin-Hung Cho

Min-Yan Tsai

Jiang-Yi Zeng

Chia-Mu Yu

Han-Chieh Chao

...

2023/8/23

Counteracting Side Channels in Cross-user Client-side Deduplicated Cloud Storage

IEEE Internet of Things Journal

Chia-Mu Yu

2023/4/5

Guest Editorial of the Special Section on Consumer Electronics With Artificial Intelligence

IEEE Transactions on Consumer Electronics

Fabrizio Lamberti

Albertò Cannav

Zaixing He

Lucia Pepa

Chia-Mu Yu

2023/8/16

Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective

arXiv preprint arXiv:2311.16646

Ming-Yu Chung

Sheng-Yen Chou

Chia-Mu Yu

Pin-Yu Chen

Sy-Yen Kuo

...

2023/11/28

Expectation-Maximization Estimation for Key-Value Data Randomized with Local Differential Privacy

Hikaru Horigome

Hiroaki Kikuchi

Chia-Mu Yu

2023/3/15

Certified robustness of quantum classifiers against adversarial examples through quantum noise

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Jhih-Cing Huang

Yu-Lin Tsai

Chao-Han Huck Yang

Cheng-Fang Su

Chia-Mu Yu

...

2023/6/4

Adversarial examples can be effective data augmentation for unsupervised machine learning

Proceedings of the AAAI Conference on Artificial Intelligence

Chia-Yi Hsu

Pin-Yu Chen

Songtao Lu

Sijia Liu

Chia-Mu Yu

2022/6/28

SegNet: a network for detecting deepfake facial videos

Multimedia Systems

Chia-Mu Yu

Kang-Cheng Chen

Ching-Tang Chang

Yen-Wu Ti

2022/6

Intelligent reflecting surface‐aided network planning

IET Communications

Fan‐Hsun Tseng

Yu‐Shan Liang

Yen‐Wu Ti

Chia‐Mu Yu

2022/12

Real-world adversarial examples via makeup

Chang-Sheng Lin

Chia-Yi Hsu

Pin-Yu Chen

Chia-Mu Yu

2022/5/23

Deepclean: a robust deep learning technique for autonomous vehicle camera data privacy

IEEE Access

Olayinka Adeboye

Tooska Dargahi

Meisam Babaie

Mohamad Saraee

Chia-Mu Yu

2022/11/17

DPView: Differentially Private Data Synthesis Through Domain Size Information

IEEE Internet of Things Journal

Chih-Hsun Lin

Chia-Mu Yu

Chun-Ying Huang

2022/2/15

Generating unsupervised adversarial examples for machine learning

2022/8/11

See List of Professors in Chia-Mu Yu University(National Chiao Tung University)

Co-Authors

H-index: 74
Mauro Conti

Mauro Conti

Università degli Studi di Padova

H-index: 63
Han-Chieh Chao

Han-Chieh Chao

National Dong Hwa University

H-index: 53
Sy-Yen Kuo

Sy-Yen Kuo

National Taiwan University

H-index: 39
Julie A. McCann

Julie A. McCann

Imperial College London

H-index: 30
Djamal BENSLIMANE

Djamal BENSLIMANE

Université Claude Bernard Lyon 1

H-index: 29
Wei-Ho Chung

Wei-Ho Chung

National Tsing Hua University

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