| 2025 | ICCS | Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge. | Mateusz Gniewkowski, Pawel Walkowiak, Marek Klonowski, Tomasz Walkowiak |
| 2025 | ICCS | An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection. | Gracjan Mak, Mateusz Gniewkowski, Pawel Walkowiak, Arkadiusz Janz |
| 2023 | ECAI | Do Not Trust Me: Explainability Against Text Classification. | Mateusz Gniewkowski, Pawel Walkowiak, Piotr Syga, Marek Klonowski, Tomasz Walkowiak |
| 2023 | ICECCS | How to select samples for active learning? Document clustering with active learning methodology. | Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michal Pogoda, Karol Gawron, Bartlomiej Bojanowski, Tomasz Walkowiak |
| 2023 | SAC | Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. | Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz |
| 2022 | ICCS | Classification and Generation of Derivational Morpho-semantic Relations for Polish Language. | Wiktor Walentynowicz, Maciej Piasecki, Mateusz Gniewkowski |
| 2019 | DEPCoS | Distance Measures for Clustering of Documents in a Topic Space. | Tomasz Walkowiak, Mateusz Gniewkowski |
| 2019 | RANLP | Evaluation of vector embedding models in clustering of text documents. | Tomasz Walkowiak, Mateusz Gniewkowski |