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How to Burn a Network or Spread Alarm
(Institute of Automation and Computer Science, Brno University of Technology, 2019-12-20)
This paper compares centrality indices usage within a heuristic method for a fast spread of alarm, or crucial information. Such indices can be used as a core part within more sophisticated optimisation methods, which should ...
A Survey on Artificial Intelligence in Malware as Next-Generation Threats
(Institute of Automation and Computer Science, Brno University of Technology, 2019-12-20)
Recent developments in Artificial intelligence (AI) have a vast transformative potential for both cybersecurity defenders and cybercriminals. Anti-malware solutions adopt intelligent techniques to detect and prevent threats ...
An Ensemble-Based Malware Detection Model Using Minimum Feature Set
(Institute of Automation and Computer Science, Brno University of Technology, 2019-12-20)
Current commercial antivirus detection engines still rely on signature-based methods. However, with the huge increase in the number of new malware, current detection methods become not suitable. In this paper, we introduce ...
Minimum-Volume Covering Ellipsoids: Improving the Efficiency of the Wolfe-Atwood Algorithm for Large-Scale Instances by Pooling and Batching
(Institute of Automation and Computer Science, Brno University of Technology, 2019-12-20)
The Minimum-Volume Covering Ellipsoid (MVCE) problem is an important optimization problem that comes up in various areas of engineering and statistics. In this paper, we improve the state-of-the-art Wolfe-Atwood algorithm ...