Mehmed Kerem Uludag

Research

Publications

  1. Graph Transformer Network for QoS-centric path engineering

    Mehmed Kerem Uludag, Murat Karakus, Evrim Guler, Furkan Ayaz, Suleyman Uludag. GTN-QoSCAPE: Graph Transformer Network based QoS-Centric Adaptive Path Engineering with Blockchain-Enabled Deep Reinforcement Learning. October 2024.

    Submitted to a journal, under review.

  2. Blackhole attack mitigation in blockchain-enhanced SDN

    Mehmed Kerem Uludag, Murat Karakus, Evrim Guler, Suleyman Uludag. Adaptive Mitigation of Blackhole Attacks in Blockchain-Enhanced Software Defined Networks. IEEE IPCCC, International Performance Computing and Communications Conference, November 2024.

    Paper PDF
  3. GANs for drone sensor data falsification

    Mehmed Kerem Uludag, Maryna Veksler, Yasin Yilmaz, Kemal Akkaya. Deceptive Skies: Leveraging GANs for Drone Sensor Data Falsification. Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, April 2024.

    Paper PDF

In progress

Ongoing Work

  1. Diffusion-Based Epidemic Time-Series Data Modeling, Forecasting & Counter-Factual Learning. University of Michigan AI Lab, with Dr. Alexander Rodríguez.

  2. Adaptive RL-Based Mitigation of Stealth Blackhole Adversarial Attacks in Software Defined Networks. Manuscript in preparation.