Aleksandra Pawlicka

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

Marek Pawlicki, Aleksandra Pawlicka, Federica Uccello et al. · Neurocomputing · 2024 · 54 citations · Full text

Computing, Computer Science, Cybersecurity +12

Advanced insights through systematic analysis: Mapping future research directions and opportunities for xAI in deep learning and artificial intelligence used in cybersecurity

Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik et al. · Neurocomputing · 2024 · 33 citations · Full text

Computing, Computer Science, Cybersecurity +10

Innovative machine learning approach and evaluation campaign for predicting the subjective feeling of work-life balance among employees

Aleksandra Pawlicka, Marek Pawlicki, Renata Tomaszewska-Lipiec et al. · PLoS ONE · 2020 · 29 citations · Full text

Computing, Computer Science, Artificial Intelligence +7

The stray sheep of cyberspace a.k.a. the actors who claim they break the law for the greater good

Aleksandra Pawlicka, Michał Choraś, Marek Pawlicki · Personal and Ubiquitous Computing · 2021 · 25 citations · Full text

Computing, Computer Science, Cybersecurity +8

When explainability turns into a threat - using xAI to fool a fake news detection method

Rafał Kozik, Massimo Ficco, Aleksandra Pawlicka et al. · Computers & Security · 2023 · 24 citations · Full text

Computing, Computer Science, Artificial Intelligence +8