Gorka Abad

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Spiking Neural Networks

Countermeasures

Top Venues

Publications

Gorka Abad, Stjepan Picek, Aitor Urbieta
Time-Distributed Backdoor Attacks on Federated Spiking Learning. CoRR (2024)
Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Aitor Urbieta
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data. CoRR (2023)
Gorka Abad, Jing Xu, Stefanos Koffas, Behrad Tajalli, Stjepan Picek
A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification. CoRR (2023)
Jing Xu, Gorka Abad, Stjepan Picek
Rethinking the Trigger-injecting Position in Graph Backdoor Attack. CoRR (2023)
Bart Pleiter, Behrad Tajalli, Stefanos Koffas, Gorka Abad, Jing Xu, Martha Larson, Stjepan Picek
Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data. CoRR (2023)
Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning. SaTML (2023)
Behrad Tajalli, Gorka Abad, Stjepan Picek
Poster: Backdoor Attack on Extreme Learning Machines. CCS (2023)
Jing Xu, Gorka Abad, Stjepan Picek
Rethinking the Trigger-injecting Position in Graph Backdoor Attack. IJCNN (2023)
Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
Poster: Backdoor Attacks on Spiking NNs and Neuromorphic Datasets. CCS (2022)
Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta
Client-Wise Targeted Backdoor in Federated Learning. CoRR (2022)
Gorka Abad, Stjepan Picek, Aitor Urbieta
SoK: On the Security & Privacy in Federated Learning. CoRR (2021)