113 citations · 1.1k across the 69 of their papers we have counts for
5 papers · 1 filter
Why an Android App is Classified as Malware? Towards Malware Classification Interpretation
Bozhi Wu, Sen Chen, Cuiyun Gao +4
Machine learning (ML) based approach is considered as one of the most promising techniques for Android malware detection and has achieved high accuracy by leveraging commonly-used…
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation
Hui Xu, Yuxin Su, Zirui Zhao +3
This paper investigates the piracy problem of deep learning models. Designing and training a well-performing model is generally expensive. However, when releasing them, attackers m…
On Secure and Usable Program Obfuscation: A Survey
Hui Xu, Yangfan Zhou, Yu Kang +1
Program obfuscation is a widely employed approach for software intellectual property protection. However, general obfuscation methods (e.g., lexical obfuscation, control obfuscatio…
N-Version Obfuscation: Impeding Software Tampering Replication with Program Diversity
Hui Xu, Yangfan Zhou, Michael R. Lyu
Tamper-resistance is a fundamental software security research area. Many approaches have been proposed to thwart specific procedures of tampering, e.g., obfuscation and self-checks…
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation
Jieming Zhu, Pinjia He, Zibin Zheng +1
QoS-based Web service recommendation has recently gained much attention for providing a promising way to help users find high-quality services. To facilitate such recommendations,…