Cooperate or not Cooperate: Transfer Learning with Multi-Armed Bandit for Spatial Reuse in Wi-Fi. - Pedro Enrique Iturria-Rivera; Marcel Chenier; Bernard Herscovici; Burak Kantarci; Melike Erol-Kantarci (CoRR, 2022)

On Augmented Intelligence and Performance Anomaly Detection in Unlabeled OpenWiFi Data. - Samhita Kuili; Burak Kantarci; Marcel Chenier; Melike Erol-Kantarci; Bernard Herscovici (ICC, 2023)

RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation. - Pedro Enrique Iturria-Rivera; Marcel Chenier; Bernard Herscovici; Burak Kantarci; Melike Erol-Kantarci (ICC, 2023)

Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. - Pedro Enrique Iturria-Rivera; Marcel Chenier; Bernard Herscovici; Burak Kantarci; Melike Erol-Kantarci (PIMRC, 2023)

Meta-Bandit: Spatial Reuse Adaptation via Meta-Learning in Distributed Wi-Fi 802.11ax. - Pedro Enrique Iturria-Rivera; Marcel Chenier; Bernard Herscovici; Burak Kantarci; Melike Erol-Kantarci (IEEE Netw. Lett., 2023)

Domain adaptive deep semi-supervised transfer learning for anomaly detection in OpenWiFi. - Samhita Kuili; Burak Kantarci; Marcel Chenier; Melike Erol-Kantarci; Bernard Herscovici (IWCMC, 2024)

Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data. - Samhita Kuili; Kareem Dabbour; Irtiza Hasan; Andrea Herscovich; Burak Kantarci; Marcel Chenier; Melike Erol-Kantarci (CoRR, 2024)