publications on machine learning

  1. C-25
    An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments
    Alexander Downey, Evren Tuna, and Alkan Soysal
    In arXiv:2311.18824, Nov 2023

  2. C-24
    Adversarial Attacks and Defenses for Wireless Signal Classifiers using CDI-aware GANs
    Sujata Sinha, and Alkan Soysal
    In arXiv:2311.18820, Nov 2023

  3. C-23
    Channel Aware Adversarial Attacks are Not Robust
    Sujata Sinha, and Alkan Soysal
    In IEEE Military Communications Conference (MILCOM) Workshops, Nov 2023

  4. J-11
    Multivariate, Multi-step, and Spatiotemporal Traffic Prediction for NextG Network Slicing under SLA Constraints
    Evren Tuna, and Alkan Soysal
    arXiv:2309.03898, Sep 2023

  5. C-22
    Multivariate and Multi-step Traffic Prediction for NextG Networks with SLA Violation Constraints
    Evren Tuna, and Alkan Soysal
    In International Balkan Conference on Communications and Networking (BalkanCom), Jun 2023

  6. C-21
    Multivariate Spatio-temporal Cellular Traffic Prediction with Handover Based Clustering
    Evren Tuna, and Alkan Soysal
    In Conference on Information Sciences and Systems (CISS), Mar 2022