Publications

16 publications sorted by citation count. Data automatically fetched from Google Scholar.

On the Security & Privacy in Federated Learning

Gorka Abad and Stjepan Picek and Aitor Urbieta

202136 citations

Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data

Gorka Abad and Oguzhan Ersoy and Stjepan Picek and Aitor Urbieta

202426 citations

Poster: Backdoor attacks on spiking nns and neuromorphic datasets

Gorka Abad and Oguzhan Ersoy and Stjepan Picek and Víctor Julio Ramírez-Durán and Aitor Urbieta

202215 citations

Rethinking the trigger-injecting position in graph backdoor attack

Jing Xu and Gorka Abad and Stjepan Picek

202313 citations

Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning

Gorka Abad and Servio Paguada and Oguzhan Ersoy and Stjepan Picek and Victor Julio Ramírez-Durán and Aitor Urbieta

202312 citations

SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification

Gorka Abad and Jing Xu and Stefanos Koffas and Behrad Tajalli and Stjepan Picek and Mauro Conti

202310 citations

Membership privacy evaluation in deep spiking neural networks

Jiaxin Li and Gorka Abad and Stjepan Picek and Mauro Conti

20254 citations

Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data

Bart Pleiter and Behrad Tajalli and Stefanos Koffas and Gorka Abad and Jing Xu and Martha Larson and Stjepan Picek

20234 citations

Time-distributed backdoor attacks on federated spiking learning

Gorka Abad and Stjepan Picek and Aitor Urbieta

20253 citations

Poster: Backdoor Attack on Extreme Learning Machines

Behrad Tajalli and Gorka Abad and Stjepan Picek

20233 citations

Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras

Roberto Riaño and Gorka Abad and Stjepan Picek and Aitor Urbieta

20242 citations

Context is the Key: Backdoor Attacks for In-Context Learning with Vision Transformers

Gorka Abad and Stjepan Picek and Lorenzo Cavallaro and Aitor Urbieta

20242 citations

ELMs Under Siege: A Study on Backdoor Attacks on Extreme Learning Machines

Behrad Tajalli and Stefanos Koffas and Gorka Abad and Stjepan Picek

Backdoor attacks against transformer-based neural networks for tabular data

Bart Pleiter and B Tajalli and S Koffas and G Abad and J Xu and M Larson and S Picek

SoK: The Last Line of Defense: On Backdoor Defense Evaluation

Gorka Abad and Marina Krček and Stefanos Koffas and Behrad Tajalli and Marco Arazzi and Roberto Riaño and Xiaoyun Xu and Zhuoran Liu and Antonino Nocera and Stjepan Picek

Backdoor erasoak spiking sare neuronaletan datu neuromorfikoekin

Gorka Abad and Olaia Inza