| Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach S Chen, M Xue, L Fan, S Hao, L Xu, H Zhu, B Li Elsevier Computers & Security, 2017 | 177 | 2017 |
| StormDroid: A Streaminglized Machine Learning-Based System for Detecting Android Malware S Chen, M Xue, Z Tang, L Xu, H Zhu Proceedings of the 11st ACM on Asia Conference on Computer and …, 2016 | 169 | 2016 |
| Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems G Chen, S Chen, L Fan, X Du, Z Zhao, F Song, Y Liu Oakland 2021, 2021 | 103 | 2021 |
| Large-Scale Analysis of Framework-Specific Exceptions in Android Apps L Fan, T Su, S Chen, G Meng, Y Liu, L Xu, G Pu, Z Su Proceeding of the 40th International Conference on Software Engineering, 2018 | 84 | 2018 |
| An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms Q Guo, S Chen, ... In the Proceedings of the 34th IEEE/ACM International Conference on …, 2019 | 83 | 2019 |
| StoryDroid: Automated Generation of Storyboard for Android Apps S Chen, L Fan, C Chen, T Su, W Li, Y Liu, L Xu Proceeding of the 41st International Conference on Software Engineering, 2019 | 67 | 2019 |
| Efficiently Manifesting Asynchronous Programming Errors in Android Apps L Fan, T Su, S Chen, G Meng, Y Liu, L Xu, G Pu The 33rd IEEE/ACM International Conference on Automated Software Engineering …, 2018 | 56* | 2018 |
| Are Mobile Banking Apps Secure? What Can Be Improved? S Chen, T Su, L Fan, G Meng, M Xue, Y Liu, L Xu In Proceedings of the 26th ACM Joint European Software Engineering …, 2018 | 48 | 2018 |
| ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking S Liu, C Gao, S Chen, LY Nie, Y Liu | 47 | 2019 |
| A performance-sensitive malware detection system using deep learning on mobile devices R Feng, S Chen, X Xie, G Meng, SW Lin, Y Liu IEEE Transactions on Information Forensics and Security 16, 1563-1578, 2020 | 45 | 2020 |
| An Empirical Assessment of Security Risks of Global Android Banking Apps S Chen, L Fan, G Meng, T Su, M Xue, Y Xue, Y Liu, L Xu Proceeding of the 42nd IEEE International Conference on Software Engineering, 2020 | 41 | 2020 |
| Automated third-party library detection for android applications: Are we there yet? X Zhan, L Fan, T Liu, S Chen, L Li, H Wang, Y Xu, X Luo, Y Liu Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020 | 34 | 2020 |
| MobiDroid: A Performance-Sensitive Malware Detection System on Mobile Platform R Feng, S Chen, X Xie, L Ma, G Meng, S Lin, Y Liu In Proceedings of the 24th International Conference on Engineering of …, 2019 | 34 | 2019 |
| GUI-Squatting Attack: Automated Generation of Android Phishing Apps S Chen, L Fan, C Chen, M Xue, Y Liu, L Xu IEEE Transactions on Dependable and Secure Computing (TDSC), 2019 | 34 | 2019 |
| Atvhunter: Reliable version detection of third-party libraries for vulnerability identification in android applications X Zhan, L Fan, S Chen, F We, T Liu, X Luo, Y Liu 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021 | 31 | 2021 |
| CORE: Automating Review Recommendation for Code Changes JK Siow, C Gao, L Fan, S Chen, Y Liu Proceeding of the 27th IEEE International Conference on Software Analysis …, 2020 | 30 | 2020 |
| A Large-Scale Empirical Study on Industrial Fake Apps C Tang, S Chen, L Fan, L Xu, Y Liu, Z Tang, L Dou Proceeding of the 41st International Conference on Software Engineering, 2019 | 30 | 2019 |
| An Empirical Evaluation of GDPR Compliance Violations in Android mHealth Apps M Fan, L Yuy, S Chen, H Zhou, X Luo, S Li, Y Liu, J Liu, T Liu arXiv preprint arXiv:2008.05864, 2020 | 29 | 2020 |
| Secure Deep Learning Engineering: A Software Quality Assurance Perspective L Ma, F Juefei-Xu, M Xue, Q Hu, S Chen, B Li, Y Liu, J Zhao, J Yin, S See arXiv preprint arXiv:1810.04538, 2018 | 29 | 2018 |
| Advanced evasion attacks and mitigations on practical ML‐based phishing website classifiers F Song, Y Lei, S Chen, L Fan, Y Liu International Journal of Intelligent Systems, 2021 | 25 | 2021 |
Yang LiuNanyang Technological UniversityVerified email at ntu.edu.sg
