Hardening Malware Detection Systems Against Cyber Maneuvers: An Adversarial Machine Learning Approach.

Haojin Zhu , Minhui Xue , Lihua Xu , Sen Chen
arXiv: Cryptography and Security

2
2017
Smoke Screener or Straight Shooter: Detecting Elite Sybil Attacks in User-Review Social Networks

Haojin Zhu , Xiaohui Liang , Minhui Xue , Keith Ross
arXiv: Social and Information Networks

2
2017
Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach

Haojin Zhu , Minhui Xue , Minhui Xue , Lihua Xu
arXiv: Cryptography and Security

179
2017
DeepGauge: Comprehensive and Multi-Granularity Testing Criteria for Gauging the Robustness of Deep Learning Systems.

Felix Juefei-Xu , Jianjun Zhao , Lei Ma , Yang Liu
arXiv: Software Engineering

40
2018
Sensing the Chinese Diaspora: How Mobile Apps Can Provide Insights into Global Migration Flows

Minhui Xue , Keith Ross , Heather Lee , Alexandru Grigoras
arXiv: Social and Information Networks

2018
AUSERA: Large-Scale Automated Security Risk Assessment of Global Mobile Banking Apps.

Yinxing Xue , Yang Liu , Minhui Xue , Guozhu Meng
arXiv: Cryptography and Security

12
2018
Combinatorial Testing for Deep Learning Systems

Jianjun Zhao , Lei Ma , Yang Liu , Minhui Xue
arXiv: Software Engineering

39
2018
Coverage-Guided Fuzzing for Deep Neural Networks.

Felix Juefei-Xu , Jianjun Zhao , Xiaofei Xie , Simon See

17
2018
3
2019
The Audio Auditor: Participant-Level Membership Inference in Internet of Things Voice Services

Jun Zhang , Lei Pan , Minhui Xue , Yang Xiang
arXiv: Cryptography and Security

2019
Invisible Backdoor Attacks Against Deep Neural Networks

Haojin Zhu , Minhui Xue , Benjamin Zi Hao Zhao , Dali Kaafar

21
2019
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Online Regression Models.

Haifeng Qian , Minhui Xue , Benjamin Zi Hao Zhao , Jialin Wen
arXiv: Cryptography and Security

1
2020
Vetting Security and Privacy of Global COVID-19 Contact Tracing Applications

Seyit Camtepe , Gareth Tyson , Damith Ranasinghe , Minhui Xue
arXiv: Cryptography and Security

25
2020
The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services

Lei Pan , Minhui Xue , Jun Zhang , Yang Xiang
arXiv: Cryptography and Security

2
2019
DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems.

Felix Juefei-Xu , Jianjun Zhao , Lei Ma , Yang Liu
arXiv: Software Engineering

2018
Quality Assessment of Online Automated Privacy Policy Generators: An Empirical Study

Minhui Xue , Ruoxi Sun
evaluation and assessment in software engineering 270 -275

3
2020
An Empirical Assessment of Global COVID-19 Contact Tracing Applications

Seyit Camtepe , Gareth Tyson , Damith C. Ranasinghe , Minhui Xue
arXiv: Cryptography and Security

8
2020
Deep Learning Backdoors

Minhui Xue , Shiqing Ma , Benjamin Zi Hao Zhao , Shaofeng Li
Unknown Journal

2020