Application of Knowledge Methods in Information Security

8:30 – 9:00 Registration

9:00 – 10:30 Session 1: Chair - Stefan Balogh
9:00 – 9:05	Introduction and Wellcome; Štefan Balogh, Martin Homola
9:05 – 9:20	Trends and challenges 2021 in cybersecurity; Ivana Budinska, SepideH Hassankhani Dolatabadi
9:20 – 9:35	Towards Explainable Malware Detection; Martin Homola and Elena Štefancová
9:35 – 9:50	Application of Knowledge Methods at GreyCortex Research Petr Chmelar
9:50 – 10:00	A Look Into Security Policy Mining; Roderik Ploszek and Matúš Jókay
10:00 – 10:10	Threat agents clustering and characterization Ján Mojžiš
10:10 – 10:20	A state of the attack under incomplete information Aliyu Ali Tanko and Damas Gruska
10:20 – 10:30	On the Transparency of a Product Fuzzy SAT Solver Ivor Uhliarik
10:30 – 11:00 Coffee break

11:00 – 11:35 Session 2, chair Martin Homola
11:00 – 11:05 Introduction
11:05 – 11:15	Intelligent data and their use to improve attack detection Štefan Balogh and Igor Kossaczký
11:15 – 11:25	Description Logics Concept Learning in Malware Detection Peter Švec and Štefan Balogh
11:25 – 11:35	Abduction as Diagnostic Methodology; Martin Homola and Julia Pukancova

11:35 – 12:30 Panel
12:30 – 14:20 Lunch
14:20 – ~17:50	DAO-XAI Workshop https://daoxai.inf.unibz.it/ including coffee
18:30 – Welcome reception, joint AKMIS+DAO-XAI