Intrusion Detection System Based on Network Traffic Using Deep Neural Networks. - Dimitra Chamou; Petros Toupas; Eleni Ketzaki; Stavros Papadopoulos 002; Konstantinos M. Giannoutakis; Anastasios Drosou; Dimitrios Tzovaras (CAMAD, 2019)

Accelerating Physics Engine Components with Embedded FPGAs. - Petros Toupas; Andreas Brokalakis; Ioannis Papaefstathiou (FPL, 2019)

An Intrusion Detection System for Multi-class Classification Based on Deep Neural Networks. - Petros Toupas; Dimitra Chamou; Konstantinos M. Giannoutakis; Anastasios Drosou; Dimitrios Tzovaras (ICMLA, 2019)

A Behaviour based Ransomware Detection using Neural Network Models. - Eleni Ketzaki; Petros Toupas; Konstantinos M. Giannoutakis; Anastasios Drosou; Dimitrios Tzovaras (ACIT, 2020)

FMM-X3D: FPGA-Based Modeling and Mapping of X3D for Human Action Recognition. - Petros Toupas; Christos-Savvas Bouganis; Dimitrios Tzovaras (ASAP, 2023)

HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices. - Petros Toupas; Alexander Montgomerie-Corcoran; Christos-Savvas Bouganis; Dimitrios Tzovaras (FCCM, 2023)

fpgaHART: A Toolflow for Throughput-Oriented Acceleration of 3D CNNs for HAR onto FPGAs. - Petros Toupas; Christos-Savvas Bouganis; Dimitrios Tzovaras (FPL, 2023)

SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices. - Alexander Montgomerie-Corcoran; Petros Toupas; Zhewen Yu; Christos-Savvas Bouganis (ICFPT, 2023)

A Framework Towards Ambient Assisted Living Enhanced by Service Robots. - Petros Toupas; Georgios Tsamis; Andreas Kargakos; Dimitrios Giakoumis; Konstantinos Votis; Dimitrios Tzovaras (PETRA, 2023)

From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception. - Petros Toupas; Georgios Tsamis; Dimitrios Giakoumis; Konstantinos Votis; Dimitrios Tzovaras (CoRR, 2023)

SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction. - Petros Toupas; Zhewen Yu; Christos-Savvas Bouganis; Dimitrios Tzovaras (FCCM, 2024)

Harnessing IoT and Robotics for Comprehensive Human Activity Recognition in Smart Buildings. - Petros Toupas; Georgios Tsamis; Dimitra Zotou; Dimitrios Giakoumis; Konstantinos Votis; Dimitrios Tzovaras (ICSC (1), 2024)