2026

  1. NSDI
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    Making Logic a First-Class Citizen in Network Data Generation with ML
    Hongyu Hè ,  Minhao Jin ,  and  Maria Apostolaki
    In 23th USENIX Symposium on Networked Systems Design and Implementation (NSDI 26) , 2026
    PDF Code

2025

  1. arxiv
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    Assessing User Privacy Leakage in Synthetic Packet Traces: An Attack-Grounded Approach
    Minhao Jin ,  Hongyu Hè ,  and  Maria Apostolaki
    2025
    PDF Website
  2. USENIX Security
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    Robustifying ML-powered Network Classifiers with PANTS
    Minhao Jin ,  and  Maria Apostolaki
    In 34rd USENIX Security Symposium (USENIX Security 25) , 2025
    PDF Blog Code

2023

  1. MS Thesis
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    Improving Managed Network Services Using Cooperative Synthetic Data Augmentation
    Minhao Jin
    May 2023
    PDF

2022

  1. SIGCOMM
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    Practical GAN-Based Synthetic IP Header Trace Generation Using NetShare
    Yucheng Yin ,  Zinan Lin ,  Minhao Jin , and 2 more authors
    In Proceedings of the ACM SIGCOMM 2022 Conference , May 2022
    PDF Code