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Haipeng Cai

DroidCat: Effective Android Malware Detection and Categorization via App-Level Profiling
2018 · Haipeng Cai, Na Meng, et al. · IEEE Transactions on Information Forensics and Security · 287
Assessing and Improving Malware Detection Sustainability through App Evolution Studies
2020 · Haipeng Cai · ACM Transactions on Software Engineering and Methodology · 125
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On the Impact of Sample Duplication in Machine-Learning-Based Android Malware Detection
2021 · Yanjie Zhao, Li Li, et al. · ACM Transactions on Software Engineering and Methodology · 74
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A study of run-time behavioral evolution of benign versus malicious apps in android
2020 · Haipeng Cai, Xiaoqin Fu, et al. · Information and Software Technology · 57
A Longitudinal Study of Application Structure and Behaviors in Android
2020 · Haipeng Cai, Barbara Ryder · IEEE Transactions on Software Engineering · 57
On the Deterioration of Learning-Based Malware Detectors for Android
2019 · Xiaoqin Fu, Haipeng Cai · IEEE/ACM International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 52
Exploring how deprecated Python library APIs are (not) handled
2020 · Jiawei Wang, Li Li, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 51
A large-scale study of application incompatibilities in Android
2019 · Haipeng Cai, Ziyi Zhang, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 51
WASAI: uncovering vulnerabilities in Wasm smart contracts
2022 · Weimin Chen, Zihan Sun, et al. · ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · 50
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Identifying Mobile Inter-App Communication Risks
2018 · Karim O. Elish, Haipeng Cai, et al. · IEEE Transactions on Mobile Computing · 44
Effects of Stereo and Screen Size on the Legibility of Three-Dimensional Streamtube Visualization
2012 · Jian Chen, Haipeng Cai, et al. · IEEE Transactions on Visualization and Computer Graphics · 39
VULGEN: Realistic Vulnerability Generation Via Pattern Mining and Deep Learning
2023 · Yu Nong, Yuzhe Ou, et al. · IEEE/ACM International Conference on Software Engineering (ICSE) · 38
Applying Generative Machine Learning to Intrusion Detection: A Systematic Mapping Study and Review
2024 · James Halvorsen, Clemente Izurieta, et al. · ACM Computing Surveys · 37
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Towards sustainable Android malware detection
2018 · Haipeng Cai, John Jenkins · 37
Open Science in Software Engineering: A Study on Deep Learning-Based Vulnerability Detection
2022 · Yu Nong, Rainy Sharma, et al. · IEEE Transactions on Software Engineering · 36
MR-Droid: A Scalable and Prioritized Analysis of Inter-App Communication Risks
2017 · Fang Liu, Haipeng Cai, et al. · IEEE Security and Privacy Workshops (SPW) · 36
Diver
2014 · Haipeng Cai, Raul Santelices · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 36
PCA: memory leak detection using partial call-path analysis
2020 · Wen Li, Haipeng Cai, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 35
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Exploiting Parts-of-Speech for effective automated requirements traceability
2018 · Nasir Ali, Haipeng Cai, et al. · Information and Software Technology · 33
Embracing mobile app evolution via continuous ecosystem mining and characterization
2020 · Haipeng Cai · IEEE/ACM International Conference on Mobile Software Engineering and Systems (MOBILESoft) · 31
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Understanding Android Application Programming and Security: A Dynamic Study
2017 · Haipeng Cai, Barbara G. Ryder · IEEE International Conference on Software Maintenance and Evolution (ICSME) · 31
On Locating Malicious Code in Piggybacked Android Apps
2017 · Li Li, Daoyuan Li, et al. · Journal of Computer Science and Technology · 30
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DroidFax: A Toolkit for Systematic Characterization of Android Applications
2017 · Haipeng Cai, Barbara G. Ryder · IEEE International Conference on Software Maintenance and Evolution (ICSME) · 30
VGX: Large-Scale Sample Generation for Boosting Learning-Based Software Vulnerability Analyses
2024 · Yu Nong, Richard Fang, et al. · IEEE/ACM International Conference on Software Engineering (ICSE) · 29
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DistIA: a cost-effective dynamic impact analysis for distributed programs
2016 · Haipeng Cai, Douglas Thain · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 29
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Works count: 151
Citation count: 2,449
H-index: 27
I10-index: 77
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