Gorka Abad

According to our database, Gorka Abad authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Membership Privacy Evaluation in Deep Spiking Neural Networks.

Jiaxin Li, Gorka Abad, Stjepan Picek, Mauro Conti

CoRR, 2024

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

Gorka Abad, Stjepan Picek, Lorenzo Cavallaro, Aitor Urbieta

CoRR, 2024

Time-Distributed Backdoor Attacks on Federated Spiking Learning.

Gorka Abad, Stjepan Picek, Aitor Urbieta

CoRR, 2024

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

Gorka Abad, Oguzhan Ersoy, Stjepan Picek, Aitor Urbieta

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

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

Bart Pleiter, Behrad Tajalli, Stefanos Koffas, Gorka Abad, Jing Xu, Martha A. Larson, Stjepan Picek

CoRR, 2023

A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification.

Gorka Abad, Jing Xu, Stefanos Koffas, Behrad Tajalli, Stjepan Picek

CoRR, 2023

Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning.

Gorka Abad, Servio Paguada, Oguzhan Ersoy, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Rethinking the Trigger-injecting Position in Graph Backdoor Attack.

Jing Xu, Gorka Abad, Stjepan Picek

Proceedings of the International Joint Conference on Neural Networks, 2023

Poster: Backdoor Attack on Extreme Learning Machines.

Behrad Tajalli, Gorka Abad, Stjepan Picek

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Client-Wise Targeted Backdoor in Federated Learning.

Gorka Abad, Servio Paguada, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta

CoRR, 2022

Poster: Backdoor Attacks on Spiking NNs and Neuromorphic Datasets.

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

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

SoK: On the Security & Privacy in Federated Learning.

Gorka Abad, Stjepan Picek, Aitor Urbieta

CoRR, 2021