Rafal Kozik
Uniwersytet Technologiczno-Przyrodniczy w Bydgoszczy
H-index: 27
Europe-Poland
Top articles of Rafal Kozik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 Michał Choraś | 2024/4/25 | |
Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors | Federica Uccello Marek Pawlicki Salvatore D’Antonio Rafał Kozik Michał Choraś | 2024/3/29 | |
An Innovative Approach to Real-Time Concept Drift Detection in Network Security | Federica Uccello Marek Pawlicki Salvatore D’Antonio Rafał Kozik Michał Choraś | 2024/2/14 | |
When explainability turns into a threat-using xAI to fool a fake news detection method | Computers & Security | Rafał Kozik Massimo Ficco Aleksandra Pawlicka Marek Pawlicki Francesco Palmieri | 2024/2/1 |
Analysis of Extractive Text Summarization Methods as a Binary Classification Problem | Joanna Komorniczak Szymon Wojciechowski Jakub Klikowski Rafał Kozik Michał Choraś | 2023/8/27 | |
Interpreting Intrusions-The Role of Explainability in AI-Based Intrusion Detection Systems | Marek Pawlicki Aleksandra Pawlicka Mścisław Śrutek Rafał Kozik Michał Choraś | 2023/6/28 | |
Combating Disinformation with Holistic Architecture, Neuro-symbolic AI and NLU Models | Rafał Kozik Wojciech Mazurczyk Krzysztof Cabaj Aleksandra Pawlicka Marek Pawlicki | 2023/10/9 | |
The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication for Better or for Worse | Aleksandra Pawlicka Marek Pawlicki Rafał Kozik Michał Choraś | 2023/12/8 | |
Alphabet flatting as a variant of n-gram feature extraction method in ensemble classification of fake news | Engineering Applications of Artificial Intelligence | Paweł Ksieniewicz Paweł Zyblewski Weronika Borek-Marciniec Rafał Kozik Michał Choraś | 2023/4/1 |
Explainable Artificial Intelligence 101: Techniques, Applications and Challenges | Wiktor Kurek Marek Pawlicki Aleksandra Pawlicka Rafał Kozik Michał Choraś | 2023/7/31 | |
Document Annotation Tool for News Content Analysis | Marta Gackowska Gracjan Katek Mścisław Śrutek Rafał Kozik Michał Choraś | 2023/6/28 | |
How to Boost Machine Learning Network Intrusion Detection Performance with Encoding Schemes | Marek Pawlicki Aleksandra Pawlicka Rafał Kozik Michał Choraś | 2023/9/15 | |
Deep Learning for Combating Misinformation in Multicategorical Text Contents | Sensors | Rafał Kozik Wojciech Mazurczyk Krzysztof Cabaj Aleksandra Pawlicka Marek Pawlicki | 2023/12/7 |
First broad and systematic horizon scanning campaign and study to detect societal and ethical dilemmas and emerging issues spanning over cybersecurity solutions | Personal and Ubiquitous Computing | Aleksandra Pawlicka Michał Choraś Rafał Kozik Marek Pawlicki | 2023/4/1 |
Improving Siamese Neural Networks with Border Extraction Sampling for the use in Real-Time Network Intrusion Detection | Marek Pawlicki Rafał Kozik Michał Choraś | 2023/6/18 | |
A meta-analysis of state-of-the-art automated fake news detection methods | IEEE Transactions on Computational Social Systems | Rafał Kozik Aleksandra Pawlicka Marek Pawlicki Michał Choraś Wojciech Mazurczyk | 2023/7/27 |
Modern NetFlow network dataset with labeled attacks and detection methods | Mikołaj Komisarek Marek Pawlicki Tomi Simic David Kavcnik Rafał Kozik | 2023/8/29 | |
The Need for Practical Legal and Ethical Guidelines for Explainable AI-based Network Intrusion Detection Systems | Aleksandra Pawlicka Marek Pawlicki Rafał Kozik Michał Choraś | 2023/12/4 | |
The application of deep learning imputation and other advanced methods for handling missing values in network intrusion detection | Vietnam Journal of Computer Science | Mateusz Szczepański Marek Pawlicki Rafał Kozik Michał Choraś | 2023/2/27 |
What will the future of cybersecurity bring us, and will it be ethical? The hunt for the black swans of cybersecurity ethics | IEEE Access | Aleksandra Pawlicka Marek Pawlicki Rafał Kozik Michał Choraś | 2023/6/7 |
