Sebastian Szelest

According to our database, Sebastian Szelest authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

SHAP Insights into Domain Adaptation in Netflow-Based Network Intrusion Detection Powered by Deep Learning.

Marek Pawlicki, Sebastian Szelest, Rafal Kozik, Michal Choras

Proceedings of the Availability, Reliability and Security, 2025

2024

Evaluating the necessity of the multiple metrics for assessing explainable AI: A critical examination.

Marek Pawlicki, Aleksandra Pawlicka, Federica Uccello, Sebastian Szelest, Salvatore D'Antonio, Rafal Kozik, Michal Choras

Neurocomputing, 2024

Class-Based SHAP Analysis for Improved Explainability Insights in NIDS.

Marek Pawlicki, Aleksandra Pawlicka, Sebastian Szelest, Rafal Kozik, Michal Choras

Proceedings of the Applied Intelligence - Second International Conference, 2024

Proposition of a Novel Type of Attacks Targetting Explainable AI Algorithms in Cybersecurity.

Sebastian Szelest, Marek Pawlicki, Aleksandra Pawlicka, Rafal Kozik, Michal Choras

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

ExpLEA-AIner: Proposition and Development of the Model-Driven Approach to Incorporating Explainable AI in Network Intrusion Detection Systems for Law Enforcement Agencies.

Marek Pawlicki, Aleksandra Pawlicka, Sebastian Szelest, Mikolaj Komisarek, Rafal Kozik, Michal Choras

Proceedings of the Information Systems, 2024

Introducing a Multi-Perspective xAI Tool for Better Model Explainability.

Marek Pawlicki, Damian Puchalski, Sebastian Szelest, Aleksandra Pawlicka, Rafal Kozik, Michal Choras

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024