Research output per year
Research output per year
Personal profile
Biography
Xiao is currently a Research Fellow in the Faculty of Information Technology at Monash University. He obtained his Ph.D. from Swinburne University of Technology. His research lies in the security analysis of the Android operating system and its apps, including analyzing the security mechanisms of the Android framework, potentially harmful behaviours of Android apps, and privacy leaks of Android apps. His recent research has a special interest in evaluating mobile health (mHealth) apps regarding their security and privacy.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, PhD, Studying the Security Centric Intelligence on Android Malware Detection, Swinburne University of Technology
Research area keywords
- Android Security
- Malware
- Machine Learning
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Demystifying hidden sensitive operations in Android apps
Sun, X., Chen, X., Li, L., Cai, H., Grundy, J., Samhi, J., Bissyandé, T. & Klein, J., 29 Mar 2023, In: ACM Transactions on Software Engineering and Methodology. 32, 2, 30 p., 50.Research output: Contribution to journal › Article › Research › peer-review
-
Dynalogue: A transformer-based dialogue system with dynamic attention
Zhang, R., Wu, T., Chen, X., Wen, S., Nepal, S., Paris, C. & Xiang, Y., 2023, Proceedings of The World Wide Web Conference WWW 2023. Aroyo, L., Castillo, C. & Houben, G-J. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1604-1615 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
-
How does visualisation help app practitioners analyse Android apps?
Tang, L., Wu, T., Chen, X., Wen, S., Li, L., Xia, X., Grobler, M. & Xiang, Y., 1 May 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 3, p. 2238-2255 18 p.Research output: Contribution to journal › Article › Research › peer-review
-
Taming Android fragmentation through lightweight crowdsourced testing
Sun, X., Chen, X., Liu, Y., Grundy, J. & Li, L., 1 Jun 2023, In: IEEE Transactions on Software Engineering. 49, 6, p. 3599-3615 17 p.Research output: Contribution to journal › Article › Research › peer-review
-
Backdoor Attack on Machine Learning Based Android Malware Detectors
Li, C., Chen, X., Wang, D., Wen, S., Ahmed, M., Camtepe, S. & Xiang, Y., 2022, In: IEEE Transactions on Dependable and Secure Computing. 19, 5, p. 3357-3370 14 p.Research output: Contribution to journal › Article › Research › peer-review
5 Citations (Scopus)