Hamed Farkhari

16 papers Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	PCA-Featured Transformer for Jamming Detection in 5G UAV Networks. IEEE Open J. Commun. Soc. Joseanne Viana, Hamed Farkhari, Pedro Sebastião, Víctor P. Gil Jiménez
2025	J	`jnl`	Securing 5G and Beyond-Enabled UAV Links: Resilience Through Multiagent Learning and Transformers Detection. IEEE Access Joseanne Viana, Hamed Farkhari, Víctor P. Gil Jiménez
2024	J	`jnl`	A Hybrid Approach to Reliable Jamming Identification in UAV Communications Using Combined DNNs and ML Algorithms. IEEE Access Hamed Farkhari, Joseanne Viana, Sarang Kahvazadeh, Pedro Sebastião, Víctor P. Gil Jiménez, Rui Dinis
2024	J	`jnl`	Deep Attention Recognition for Attack Identification in 5G UAV Scenarios: Novel Architecture and End-to-End Evaluation. IEEE Trans. Veh. Technol. Joseanne Viana, Hamed Farkhari, Pedro Sebastião, Luís Miguel Campos, Katerina Koutlia, Biljana Bojovic, Sandra Lagén, Rui Dinis
2024	J	`jnl`	PCA-Featured Transformer for Jamming Detection in 5G UAV Networks. CoRR Joseanne Viana, Hamed Farkhari, Pedro Sebastião, Víctor P. Gil Jiménez, Lester T. W. Ho
2023	—	`conf`	Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty. RCIS (Research Projects) Hamed Farkhari, Joseanne Viana, Pedro Sebastião, Luís Bernardo, Sarang Kahvazadeh, Rui Dinis
2023	J	`jnl`	Deep Attention Recognition for Attack Identification in 5G UAV scenarios: Novel Architecture and End-to-End Evaluation. CoRR Joseanne Viana, Hamed Farkhari, Pedro Sebastião, Luís Miguel Campos, Katerina Koutlia, Biljana Bojovic, Sandra Lagén, Rui Dinis
2022	—	`conf`	A Convolutional Attention Based Deep Learning Solution for 5G UAV Network Attack Recognition over Fading Channels and Interference. VTC Fall Joseanne Viana, Hamed Farkhari, Luís Miguel Campos, Pedro Sebastião, Katerina Koutlia, Sandra Lagén, Luís Bernardo, Rui Dinis
2022	J	`jnl`	A Convolutional Attention Based Deep Network Solution for UAV Network Attack Recognition over Fading Channels and Interference. CoRR Joseanne Viana, Hamed Farkhari, Luís Miguel Campos, Pedro Sebastião, Katerina Koutlia, Sandra Lagén, Luís Bernardo, Rui Dinis
2022	J	`jnl`	A Synthetic Dataset for 5G UAV Attacks Based on Observable Network Parameters. CoRR Joseanne Viana, Hamed Farkhari, Pedro Sebastião, Sandra Lagén, Katerina Koutlia, Biljana Bojovic, Rui Dinis
2022	J	`jnl`	Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty. CoRR Hamed Farkhari, Joseanne Viana, Pedro Sebastião, Luís Miguel Campos, Luís Bernardo, Rui Dinis, Sarang Kahvazadeh
2022	—	`conf`	New PCA-based Category Encoder for Efficient Data Processing in IoT Devices. GLOBECOM (Workshops) Hamed Farkhari, Joseanne Viana, Luís Miguel Campos, Pedro Sebastião, Luís Bernardo
2022	—	`conf`	Two methods for Jamming Identification in UAV Networks using New Synthetic Dataset. VTC Spring Joseanne Viana, Hamed Farkhari, Luís Miguel Campos, Pedro Sebastião, Francisco Cercas, Luís Bernardo, Rui Dinis
2022	J	`jnl`	Two methods for Jamming Identification in UAVs Networks using New Synthetic Dataset. CoRR Joseanne Viana, Hamed Farkhari, Luís Miguel Campos, Pedro Sebastião, Francisco Cercas, Luís Bernardo, Rui Dinis
2021	—	`conf`	Latent Space Transformers for Generalizing Deep Networks. CSCN Hamed Farkhari, Joseanne Viana, Nidhi, Luís Miguel Campos, Pedro Sebastião, Albena Mihovska, Purnima Lala Mehta, Luís Bernardo
2021	J	`jnl`	PCA-based Category Encoder for Categorical to Numerical Variable Conversion. CoRR Hamed Farkhari, Joseanne Viana, Luís Miguel Campos, Pedro Sebastião, Rodolfo Oliveira, Luís Bernardo