Processing information on the state of a computer system using probabilistic automata
Цифровой репозитарии Национального технического университета "Харьковский политехнический институт" (eNTUKhPIIR)
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Processing information on the state of a computer system using probabilistic automata
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| Creator |
Semyonov, S. G.
Gavrylenko, Svitlana Chelak, Viktor |
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| Subject |
information processing
heuristic analyzer probabilistic automaton malicious software anti-virus information protection system |
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| Description |
The paper deals with the processing of information about the state of a computer system using a probabilistic automaton. A model of an intelligent system for detection and classification of malicious software is proposed, which compares a set of features that are characteristic for different classes of viruses with multiple states of the machine. The analysis process is reduced to modeling the operation of the automaton taking into account the probability of transition from state to state, which at each step is recalculated depending on the reaction of the environment. The received results of research allow to reach a conclusion about the possibility of using the offered system for detection of the harmful software.
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| Date |
2019-04-17T10:52:26Z
2019-04-17T10:52:26Z 2017 |
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| Type |
Thesis
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| Identifier |
Semyonov S. G. Processing information on the state of a computer system using probabilistic automata / S. G. Semyonov, S. Y. Gavrilenko, V. V. Chelak // 2017 2nd International Ural Conference on Measurements (UralCon 2017), October 16-19, 2017. – Chelyabinsk, 2017. – P. 11-15.
http://repository.kpi.kharkov.ua/handle/KhPI-Press/40752 orcid.org/0000-0001-8810-3394 |
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| Language |
en
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| Format |
application/pdf
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| Publisher |
Institute of Electrical and Electronics Engineers
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