506 results on '"Kozik, Rafał"'
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2. From Detection Through Display to Understanding: Bridging AI and UI in Disinformation and Fake News Analysis
3. Comparative Analysis of AI-Based Methods for Enhancing Cybersecurity Monitoring Systems
4. Involving Society to Protect Society from Fake News and Disinformation: Crowdsourced Datasets and Text Reliability Assessment
5. ULTIMATE Project Toolkit for Robotic AI-Based Data Analysis and Visualization
6. A Novel Approach to the Use of Explainability to Mine Network Intrusion Detection Rules
7. The Impact of Data Scaling Approaches on Deep Learning, Random Forest and Nearest Neighbour-Based Network Intrusion Detection Systems for DoS Detection in IoT Networks
8. Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors
9. Effective Rules for a Rule-Based SIEM System in Detecting DoS Attacks: An Association Rule Mining Approach
10. The Rise of AI-Powered Writing: How ChatGPT is Revolutionizing Scientific Communication for Better or for Worse
11. An Innovative Approach to Real-Time Concept Drift Detection in Network Security
12. How Explainable Is Explainability? Towards Better Metrics for Explainable AI
13. Towards Hybrid NIDS: Combining Rule-Based SIEM with AI-Based Intrusion Detectors
14. An Innovative Approach to Real-Time Concept Drift Detection in Network Security
15. Evaluating the necessity of the multiple metrics for assessing explainable AI: A critical examination
16. AI vs linguistic-based human judgement: Bridging the gap in pursuit of truth for fake news detection
17. Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case
18. Document Annotation Tool for News Content Analysis
19. Interpreting Intrusions - The Role of Explainability in AI-Based Intrusion Detection Systems
20. Advanced insights through systematic analysis: Mapping future research directions and opportunities for xAI in deep learning and artificial intelligence used in cybersecurity
21. When explainability turns into a threat - using xAI to fool a fake news detection method
22. How to Boost Machine Learning Network Intrusion Detection Performance with Encoding Schemes
23. Analysis of Extractive Text Summarization Methods as a Binary Classification Problem
24. SWAROG Project Approach to Fake News Detection Problem
25. Explainable Artificial Intelligence 101: Techniques, Applications and Challenges
26. Parameters Transfer Framework for Multi-domain Fake News Detection
27. Fake News and Threats to IoT—The Crucial Aspects of Cyberspace in the Times of Cyberwar
28. Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques
29. First broad and systematic horizon scanning campaign and study to detect societal and ethical dilemmas and emerging issues spanning over cybersecurity solutions
30. Tech developers must respect equitable AI access
31. Implementation of the BERT-derived architectures to tackle disinformation challenges
32. Human-driven and human-centred cybersecurity: policy-making implications
33. Fake News and Threats to IoT—The Crucial Aspects of Cyberspace in the Times of Cyberwar
34. How to Boost Machine Learning Network Intrusion Detection Performance with Encoding Schemes
35. Analysis and Detection of DDoS Backscatter Using NetFlow Data, Hyperband-Optimised Deep Learning and Explainability Techniques
36. Efficient Post Event Analysis and Cyber Incident Response in IoT and E-commerce Through Innovative Graphs and Cyberthreat Intelligence Employment
37. Extending Machine Learning-Based Intrusion Detection with the Imputation Method
38. Cyber-Attack Detection from IoT Benchmark Considered as Data Streams
39. The survey and meta-analysis of the attacks, transgressions, countermeasures and security aspects common to the Cloud, Edge and IoT
40. A survey on neural networks for (cyber-) security and (cyber-) security of neural networks
41. The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data
42. Evolving from Data to Knowledge Mining to Uncover Hidden Relationships
43. Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection
44. Application of the BERT-Based Architecture in Fake News Detection
45. Distributed Architecture for Fake News Detection
46. Proposition of Innovative and Scalable Information System for Call Detail Records Analysis and Visualisation
47. Towards AI-Based Reaction and Mitigation for e-Commerce - the ENSURESEC Engine
48. Why Do Law Enforcement Agencies Need AI for Analyzing Big Data?
49. Transformer Based Models in Fake News Detection
50. Missing and Incomplete Data Handling in Cybersecurity Applications
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