On the Time Series of Antivirus Testing Procedures

Bognár, László, Joós, Antal and Nagy, Bálint (2021) On the Time Series of Antivirus Testing Procedures. In: Proceedings of the 1st Conference on Information Technology and Data Science CITDS 2020), 2020. 11. 06.-2020. 11. 08., Debrecen, Magyarország.

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In this work, a so-called "Time Evolution Model" is suggested to help categorize files of a sample set used in antivirus testing procedures. The basic time-dependent variable of this model is the Ratio of the Infected files within an investigated Time Window. To estimate the main characteristics of the time series describing the change of the Ratio values related to a specific file, a nonlinear, exponential curve fitting method is used. The free parameters of the model were determined by numerical searching algorithms. The effectiveness and the reliability of the model is also demonstrated by several real-word and numerically simulated examples.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Probability; VULNERABILITY; relative frequency
Divisions: Informatika Intézet > Matematikai és Számítástudományi Tanszék
Depositing User: Gergely Beregi
Date Deposited: 09 Jun 2021 09:53
Last Modified: 09 Jun 2021 09:53
URI: http://publication.repo.uniduna.hu/id/eprint/763
MTMT: 32062623

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