All Stories

  1. MGAN: A Multi-view Graph Adaptive Network for Robust Malicious Traffic Detection

    Article • ACM Transactions on Privacy and Security, July 2025, ACM (Association for Computing Machinery)

    Mukhtar Ahmed, Ernest Akpaku, Jinfu Chen

  2. DELM: Deep Ensemble Learning Model for Anomaly Detection in Malicious Network Traffic-based Adaptive Feature Aggregation and Network Optimization

    Article • ACM Transactions on Privacy and Security, August 2024, ACM (Association for Computing Machinery)

    Jinfu Chen, Mukhtar Ahmed, Ajmal Latif

  3. TLS-MHSA: An Efficient Detection Model for Encrypted Malicious Traffic based on Multi-Head Self-Attention Mechanism

    Article • ACM Transactions on Privacy and Security, August 2023, ACM (Association for Computing Machinery)

    Jinfu Chen

  4. Coverage-based Greybox Fuzzing with Pointer Monitoring for C Programs

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

    Jinfu Chen

  5. A Novel Coverage-guided Greybox Fuzzing based on Power Schedule Optimization with Time Complexity

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

    Jinfu Chen, Shengran Wang

  6. An adaptive search optimization algorithm for improving the detection capability of software vulnerability

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

    Jinfu Chen

  7. A novel classification approach for Android malware based on feature fusion and natural language processing

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

    Jinfu Chen

  8. Fuzzing Methods Recommendation Based on Feature Vectors

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

    Jinfu Chen

  9. A memory-related vulnerability detection approach based on vulnerability features

    Article • Tsinghua Science & Technology, October 2020, Tsinghua University Press

    Jinfu Chen

  10. An Adaptive Random Testing Method Based on Flexible Partitioning

    Article • IET Software, April 2020, the Institution of Engineering and Technology (the IET)

    Jinfu Chen, Chengying Mao

  11. An Automatic Testing Platform for Object-oriented Software based on Code Coverage

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

    Jinfu Chen

  12. Prioritising abstract test cases: an empirical study

    Article • IET Software, August 2019, the Institution of Engineering and Technology (the IET)

    Prof Dave Towey, Jinfu Chen

  13. An experimental analysis of fault detection capabilities of covering array constructors

    Article • May 2018, ACM (Association for Computing Machinery)

    Prof Dave Towey, Jinfu Chen

  14. A Cost-Effective Adaptive Random Testing Approach by Dynamic Restriction

    Article • IET Software, April 2018, the Institution of Engineering and Technology (the IET)

    Jinfu Chen

  15. An approach of security testing for third-party component based on state mutation

    Article • Security and Communication Networks, January 2015, Wiley

    Jinfu Chen