Neural network architectures for the detection of SYN flood attacks in IoT systems. - Spilios Evmorfos; George Vlachodimitropoulos; Nikolaos Bakalos; Erol Gelenbe (PETRA, 2020)

Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks. - Spilios Evmorfos; Konstantinos I. Diamantaras; Athina P. Petropulu (ACSCC, 2021)

Deep Q Learning With Fourier Feature Mapping For Mobile Relay Beamforming Networks. - Spilios Evmorfos; Konstantinos I. Diamantaras; Athina P. Petropulu (SPAWC, 2021)

Deep Actor-Critic for Continuous 3D Motion Control in Mobile Relay Beamforming Networks. - Spilios Evmorfos; Athina P. Petropulu (ICASSP, 2022)

Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments. - Spilios Evmorfos; Athina P. Petropulu; H. Vincent Poor (CoRR, 2022)

Reinforcement Learning for Motion Policies in Mobile Relaying Networks. - Spilios Evmorfos; Konstantinos I. Diamantaras; Athina P. Petropulu (IEEE Trans. Signal Process., 2022)

Gflownets for Sensor Selection. - Spilios Evmorfos; Zhaoyi Xu; Athina P. Petropulu (MLSP, 2023)

Actor-Critic Methods for IRS Design in Correlated Channel Environments: A Closer Look Into the Neural Tangent Kernel of the Critic. - Spilios Evmorfos; Athina P. Petropulu; H. Vincent Poor (IEEE Trans. Signal Process., 2023)

GFlowNet-Based Antenna Selection for ISAC Systems Under the Presence of Eavesdroppers. - Spilios Evmorfos; Athina P. Petropulu (IEEECONF, 2024)

A Meta-Preconditioning Approach for Deep Q-Learning. - Spilios Evmorfos; Athina P. Petropulu (ICASSP, 2024)

Generative AI for Sparse Antenna Array Design in ISAC Systems. - Spilios Evmorfos; Athina P. Petropulu (SPAWC, 2024)

Unmanned Vehicles in 6G Networks: A Unifying Treatment of Problems, Formulations, and Tools. - Winston Hurst; Spilios Evmorfos; Athina P. Petropulu; Yasamin Mostofi (CoRR, 2024)

Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity. - Spilios Evmorfos; Zhaoyi Xu; Athina P. Petropulu (CoRR, 2024)