Kontaktujte nás | Jazyk: čeština English
dc.title | Swarm virus - Next-generation virus and antivirus paradigm? | en |
dc.contributor.author | Zelinka, Ivan | |
dc.contributor.author | Das, Swagatam | |
dc.contributor.author | Sikora, Lubomír | |
dc.contributor.author | Šenkeřík, Roman | |
dc.relation.ispartof | Swarm and Evolutionary Computation | |
dc.identifier.issn | 2210-6502 Scopus Sources, Sherpa/RoMEO, JCR | |
dc.date.issued | 2018 | |
utb.relation.volume | 43 | |
dc.citation.spage | 207 | |
dc.citation.epage | 224 | |
dc.type | article | |
dc.language.iso | en | |
dc.publisher | Elsevier | |
dc.identifier.doi | 10.1016/j.swevo.2018.05.003 | |
dc.relation.uri | https://www.x-mol.com/paper/676558 | |
dc.subject | Swarm algorithms | en |
dc.subject | Computer virus | en |
dc.subject | Security | en |
dc.subject | Identification | en |
dc.subject | Evolutionary algorithms | en |
dc.subject | Swarm malware | en |
dc.subject | Swarm intelligence | en |
dc.subject | Ant colony optimization | en |
dc.subject | Complex network | en |
dc.description.abstract | In this article, we outline a possible dynamics, structure, and a behavior of a hypothetical (up to now) swarm malware as a background for a future antimalware system. We suggest how to capture and visualize behavior of such malware when it walks through the file system of an operating system. The swarm virus prototype, designed here, mimics a swarm system behavior and thus follows the main idea underlying the swarm intelligence algorithms. The information of the prototype's behavior is stored and visualized in the form of a complex network, reflecting virus communication and swarm behavior. The network nodes are then individual virus instances. The network has certain properties associated with its structure that can be used by the virus instances in its activities like locating target and executing payload on the right object. As the paper shows, the swarm behavior pattern can be incorporated also to an antimalware systems, and can be analyzed for a future computer system protection. © 2018 Elsevier B.V. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1008372 | |
utb.identifier.obdid | 43879132 | |
utb.identifier.scopus | 2-s2.0-85048575754 | |
utb.identifier.wok | 000452933500011 | |
utb.source | j-scopus | |
dc.date.accessioned | 2019-01-31T08:58:58Z | |
dc.date.available | 2019-01-31T08:58:58Z | |
dc.description.sponsorship | Grant Agency of the Czech Republic [GACR P103/15/06700S]; NPU I by the Ministry of Education of the Czech Republic [MSMT-7778/2014]; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; COST Action [CA15140]; SGS, VSB-Technical University of Ostrava [SGS 2018/177] | |
utb.contributor.internalauthor | Šenkeřík, Roman | |
utb.fulltext.affiliation | Ivan Zelinka a,b*, Swagatam Das c, Lubomir Sikora b, Roman Šenkeřík d a Modeling Evolutionary Algorithms Simulation and Artificial Intelligence, Faculty of Electrical & Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam b Department of Computer Science Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Czech Republic c Electronics and Communication Sciences Unit, Indian Statistical Institute, 203 B.T. Road, Kolkata 700108, W.B., India d Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic * Corresponding author. Modeling Evolutionary Algorithms Simulation and Artificial Intelligence, Faculty of Electrical & Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam. E-mail addresses: [email protected], [email protected] (I. Zelinka), [email protected] (S. Das), [email protected] (L. Sikora), [email protected] (R. Šenkerík). | |
utb.fulltext.dates | Received 18 September 2017 Received in revised form 1 May 2018 Accepted 11 May 2018 Available online 21 May 2018 | |
utb.wos.affiliation | [Zelinka, Ivan] Ton Duc Thang Univ, Fac Elect & Elect Engn, Modeling Evolutionary Algorithms Simulat & Artifi, Ho Chi Minh City, Vietnam; [Zelinka, Ivan; Sikora, Lubomir] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Dept Comp Sci, Ostrava, Czech Republic; [Das, Swagatam] Indian Stat Inst, Elect & Commun Sci Unit, 203 BT Rd, Kolkata 700108, W Bengal, India; [Senkerik, Roman] Tomas Bata Univ Zlin, Fac Appl Informat, Nam TG Masaryka 5555, Zlin 76001, Czech Republic | |
utb.scopus.affiliation | Modeling Evolutionary Algorithms Simulation and Artificial Intelligence, Faculty of Electrical & Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Viet Nam; Department of Computer Science Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Czech Republic; Electronics and Communication Sciences Unit, Indian Statistical Institute, 203 B.T. Road, Kolkata, W.B. 700108, India; Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, Zlin, 760 01, Czech Republic | |
utb.fulltext.faculty | Faculty of Applied Informatics |