Behrad Tajalli

According to our database, Behrad Tajalli authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

CatBack: Universal Backdoor Attacks on Tabular Data via Categorical Encoding.

Behrad Tajalli, Stefanos Koffas, Stjepan Picek

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

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

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

CoRR, November, 2025

Backdoor Attacks on Transformers for Tabular Data: An Empirical Study.

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

Proceedings of the Computer Security. ESORICS 2025 International Workshops, 2025

2024

Backdoors on Manifold Learning.

Christina Kreza, Stefanos Koffas, Behrad Tajalli, Mauro Conti, Stjepan Picek

Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning, 2024

Short Paper: Effects of Poisoning Attacks on Causal Deep Reinforcement Learning.

Patrick Lodeweegs, Behrad Tajalli, Stjepan Picek

Proceedings of the Computer Security. ESORICS 2024 International Workshops, 2024

Universal Soldier: Using Universal Adversarial Perturbations for Detecting Backdoor Attacks.

Xiaoyun Xu, Oguzhan Ersoy, Behrad Tajalli, Stjepan Picek

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

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

Behrad Tajalli, Stefanos Koffas, Gorka Abad, Stjepan Picek

Proceedings of the 2024 Workshop on Artificial Intelligence and Security, 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

On Feasibility of Server-side Backdoor Attacks on Split Learning.

Behrad Tajalli, Oguzhan Ersoy, Stjepan Picek

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 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