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• Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications
  2021
• A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification
  2021
• A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
  2022
• Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification
  2023
• Toward Generative Data Augmentation for Traffic Classification
  2023
• Data Augmentation for Traffic Classification
  2024
• Generic Multi-modal Representation Learning for Network Traffic Analysis
  2024