Ee-Chien Chang

Ee-Chien Chang

National University of Singapore

H-index: 38

Asia-Singapore

About Ee-Chien Chang

Ee-Chien Chang, With an exceptional h-index of 38 and a recent h-index of 22 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Information Security, Multimedia, Multimedia Security, Machine Learning Security.

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

Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

On Practicality of Using ARM TrustZone Trusted Execution Environment for Securing Programmable Logic Controllers

Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models

Domain Bridge: Generative model-based domain forensic for black-box models

Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning

Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions

Mitigating Adversarial Attacks by Distributing Different Copies to Different Buyers

Ee-Chien Chang Information

University

Position

___

Citations(all)

6033

Citations(since 2020)

2459

Cited By

4349

hIndex(all)

38

hIndex(since 2020)

22

i10Index(all)

85

i10Index(since 2020)

40

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Ee-Chien Chang Skills & Research Interests

Information Security

Multimedia

Multimedia Security

Machine Learning Security

Top articles of Ee-Chien Chang

Title

Journal

Author(s)

Publication Date

Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Siyuan Liang

Wei Wang

Ruoyu Chen

Aishan Liu

Boxi Wu

...

2024/3/24

On Practicality of Using ARM TrustZone Trusted Execution Environment for Securing Programmable Logic Controllers

arXiv preprint arXiv:2403.05448

Zhiang Li

Daisuke Mashima

Wen Shei Ong

Ertem Esiner

Zbigniew Kalbarczyk

...

2024/3/8

Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

arXiv preprint arXiv:2402.14872

Xiaoxia Li

Siyuan Liang

Jiyi Zhang

Han Fang

Aishan Liu

...

2024/2/21

VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models

arXiv preprint arXiv:2402.13851

Jiawei Liang

Siyuan Liang

Man Luo

Aishan Liu

Dongchen Han

...

2024/2/21

Domain Bridge: Generative model-based domain forensic for black-box models

arXiv preprint arXiv:2402.04640

Jiyi Zhang

Han Fang

Ee-Chien Chang

2024/2/7

Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning

arXiv preprint arXiv:2403.16257

Siyuan Liang

Kuanrong Liu

Jiajun Gong

Jiawei Liang

Yuan Xun

...

2024/3/24

Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions

Proceedings of the AAAI conference on artificial intelligence

Han Fang

Yupeng Qiu

Kejiang Chen

Jiyi Zhang

Weiming Zhang

...

2023/6/26

Mitigating Adversarial Attacks by Distributing Different Copies to Different Buyers

Jiyi Zhang

Han Fang

Wesley Joon-Wie Tann

Ke Xu

Chengfang Fang

...

2023/7/10

Mostree: Malicious Secure Private Decision Tree Evaluation with Sublinear Communication

Jianli Bai

Xiangfu Song

Xiaowu Zhang

Qifan Wang

Shujie Cui

...

2023/12/4

Secret-Shared Shuffle with Malicious Security

Cryptology ePrint Archive

Xiangfu Song

Dong Yin

Jianli Bai

Changyu Dong

Ee-Chien Chang

2023

Adaptive Attractors: A Defense Strategy against ML Adversarial Collusion Attacks

arXiv preprint arXiv:2306.01400

Jiyi Zhang

Han Fang

Ee-Chien Chang

2023/6/2

An open-source framework for publishing/subscribing IEC 61850 R-GOOSE and R-SV

SoftwareX

Suhail SM Hussain

Chen Yaohao

Muhammad M Roomi

Daisuke Mashima

Ee-Chien Chang

2023/7/1

Badclip: Dual-embedding guided backdoor attack on multimodal contrastive learning

arXiv preprint arXiv:2311.12075

Siyuan Liang

Mingli Zhu

Aishan Liu

Baoyuan Wu

Xiaochun Cao

...

2023/11/20

Tracing the origin of adversarial attack for forensic investigation and deterrence

Han Fang

Jiyi Zhang

Yupeng Qiu

Jiayang Liu

Ke Xu

...

2023

Reducing Paging and Exit Overheads in Intel SGX for Oblivious Conjunctive Keyword Search

IEEE Transactions on Computers

Qin Jiang

Saiyu Qi

Xu Yang

Yong Qi

Jianfeng Wang

...

2023/6/1

Towards Automated Generation of Smart Grid Cyber Range for Cybersecurity Experiments and Training

Daisuke Mashima

Muhammad M Roomi

Bennet Ng

Zbigniew Kalberczyk

SM Suhail Hussain

...

2023/6/27

Improving Adversarial Transferability by Stable Diffusion

arXiv preprint arXiv:2311.11017

Jiayang Liu

Siyu Zhu

Siyuan Liang

Jie Zhang

Han Fang

...

2023/11/18

Finding Meaningful Distributions of ML Black-boxes under Forensic Investigation

arXiv preprint arXiv:2305.05869

Jiyi Zhang

Han Fang

Hwee Kuan Lee

Ee-Chien Chang

2023/5/10

Poisoning Online Learning Filters by Shifting on the Move

Wesley Joon-Wie Tann

Ee-Chien Chang

2023/6/27

DeNoL: A Few-Shot-Sample-Based Decoupling Noise Layer for Cross-channel Watermarking Robustness

Han Fang

Kejiang Chen

Yupeng Qiu

Jiayang Liu

Ke Xu

...

2023/10/26

See List of Professors in Ee-Chien Chang University(National University of Singapore)

Co-Authors

H-index: 92
Beng Chin OOI

Beng Chin OOI

National University of Singapore

H-index: 73
Mohan Kankanhalli

Mohan Kankanhalli

National University of Singapore

H-index: 60
Jianying Zhou

Jianying Zhou

Singapore University of Technology and Design

H-index: 55
Chee Yap

Chee Yap

New York University

H-index: 40
Zhenkai Liang

Zhenkai Liang

National University of Singapore

H-index: 37
Mun Choon Chan

Mun Choon Chan

National University of Singapore

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