All Stories

  1. Understanding GDPR Non-Compliance in Privacy Policies of Alexa Skills in European Marketplaces

    Article • May 2024, ACM (Association for Computing Machinery)

    Haipeng Cai, Long Cheng

  2. Meta-Learning for Multi-Family Android Malware Classification

    Article • ACM Transactions on Software Engineering and Methodology, May 2024, ACM (Association for Computing Machinery)

    Haipeng Cai, Yao Lee

  3. Applying Generative Machine Learning to Intrusion Detection: A Systematic Mapping Study and Review

    Article • ACM Computing Surveys, April 2024, ACM (Association for Computing Machinery)

    Haipeng Cai

  4. VGX: Large-Scale Sample Generation for Boosting Learning-Based Software Vulnerability Analyses

    Article • April 2024, ACM (Association for Computing Machinery)

    Haipeng Cai

  5. PyRTFuzz: Detecting Bugs in Python Runtimes via Two-Level Collaborative Fuzzing

    Article • November 2023, ACM (Association for Computing Machinery)

    Long Cheng, Haipeng Cai

  6. SkillScanner: Detecting Policy-Violating Voice Applications Through Static Analysis at the Development Phase

    Article • November 2023, ACM (Association for Computing Machinery)

    Long Cheng, Haipeng Cai

  7. How are Multilingual Systems Constructed: Characterizing Language Use and Selection in Open-Source Multilingual Software

    Article • ACM Transactions on Software Engineering and Methodology, November 2023, ACM (Association for Computing Machinery)

    Haipeng Cai

  8. Automatically Detecting Incompatible Android APIs

    Article • ACM Transactions on Software Engineering and Methodology, September 2023, ACM (Association for Computing Machinery)

    Haipeng Cai

  9. VULGEN: Realistic Vulnerability Generation Via Pattern Mining and Deep Learning

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Haipeng Cai

  10. Demystifying Issues, Challenges, and Solutions for Multilingual Software Development

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Haipeng Cai

  11. A Control-Theoretic Approach to Auto-Tuning Dynamic Analysis for Distributed Services

    Article • May 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Haipeng Cai

  12. Demystifying Hidden Sensitive Operations in Android Apps

    Article • ACM Transactions on Software Engineering and Methodology, March 2023, ACM (Association for Computing Machinery)

    Haipeng Cai

  13. Language-agnostic dynamic analysis of multilingual code: promises, pitfalls, and prospects

    Article • November 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  14. On the vulnerability proneness of multilingual code

    Article • November 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  15. Generating realistic vulnerabilities via neural code editing: an empirical study

    Article • November 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  16. PolyFax: a toolkit for characterizing multi-language software

    Article • November 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  17. WASAI: uncovering vulnerabilities in Wasm smart contracts

    Article • July 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  18. NCScope: hardware-assisted analyzer for native code in Android apps

    Article • July 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  19. Automatically detecting API-induced compatibility issues in Android apps: a comparative analysis (replicability study)

    Article • July 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  20. DistFax

    Article • May 2022, ACM (Association for Computing Machinery)

    Haipeng Cai

  21. Exploitation Techniques for Data-oriented Attacks with Existing and Potential Defense Approaches

    Article • ACM Transactions on Privacy and Security, November 2021, ACM (Association for Computing Machinery)

    Long Cheng, Haipeng Cai

  22. On the Impact of Sample Duplication in Machine-Learning-Based Android Malware Detection

    Article • ACM Transactions on Software Engineering and Methodology, July 2021, ACM (Association for Computing Machinery)

    Haipeng Cai

  23. Understanding Language Selection in Multi-language Software Projects on GitHub

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Haipeng Cai

  24. Automatically Achieving Optimal Cost-Effectiveness Tradeoffs in Analyzing Run-Time Code Dependencies

    Article • ACM Transactions on Software Engineering and Methodology, January 2021, ACM (Association for Computing Machinery)

    Haipeng Cai

  25. Towards learning visual semantics

    Article • November 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  26. Exploring how deprecated Python library APIs are (not) handled

    Article • November 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  27. Dads: dynamic slicing continuously-running distributed programs with budget constraints

    Article • November 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  28. PCA: memory leak detection using partial call-path analysis

    Article • November 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  29. Embracing mobile app evolution via continuous ecosystem mining and characterization

    Article • July 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  30. Scaling application-level dynamic taint analysis to enterprise-scale distributed systems

    Article • June 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  31. Malware Detection: How Long Does It Last and How to Make It Last Longer?

    Article • ACM Transactions on Software Engineering and Methodology, April 2020, ACM (Association for Computing Machinery)

    Haipeng Cai

  32. A dynamic taint analyzer for distributed systems

    Article • August 2019, ACM (Association for Computing Machinery)

    Haipeng Cai

  33. A large-scale study of application incompatibilities in Android

    Article • July 2019, ACM (Association for Computing Machinery)

    Haipeng Cai

  34. DistIA: a cost-effective dynamic impact analysis for distributed programs

    Article • August 2016, ACM (Association for Computing Machinery)

    Haipeng Cai