Neural Swarm Virus

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10244231" target="_blank" >RIV/61989100:27240/20:10244231 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/20:63525244 RIV/61989100:27740/20:10244231
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-37838-7_12" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-37838-7_12</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-37838-7_12" target="_blank" >10.1007/978-3-030-37838-7_12</a>

Result language
angličtina
Original language name
Neural Swarm Virus
Original language description
The dramatic improvements in computational intelligence techniques over recent years have influenced many domains. Hence, it is reasonable to expect that virus writers will taking advantage of these techniques to defeat existing security solution. In this article, we outline a possible dynamic swarm smart malware, its structure, and functionality as a background for the forthcoming anti-malware solution. We propose how to record and visualize the behavior of the virus when it propagates through the file system. Neural swarm virus prototype, designed here, simulates the swarm system behavior and integrates the neural network to operate more efficiently. The virus's behavioral information is stored and displayed as a complex network to reflect the communication and behavior of the swarm. In this complex network, every vertex is then individual virus instances. Additionally, the virus instances can use certain properties associated with the network structure to discovering target and executing a payload on the right object. (C) Springer Nature Switzerland AG 2020.
Czech name
—
Czech description
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Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach

Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Communications in Computer and Information Science. Volume 1092
ISBN
978-3-030-37837-0
ISSN
1865-0929
e-ISSN
1865-0937
Number of pages
13
Pages from-to
122-134
Publisher name
Springer
Place of publication
Cham
Event location
Maribor
Event date
Jul 10, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—

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