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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
MALWARE PROPAGATION IN LARGE SCALE NETWORKS
Authors
Mastan Vali, Chittyreddy Saipreetham Reddy , Korlapati Bhavana, Karra Santhoshi Kumari
Keywords
Malware, Propagation, Epidemic Model, Power Law, Exponential Distribution.
Abstract
Malware is pervasive in networks, and poses a critical threat to network security. However, we have very limited understanding of malware behavior in networks to date. In this project, we investigate how malware propagates in networks from a global perspective. We formulate the problem, and establish a rigorous two layer epidemic model for malware propagation from network to network. Based on the proposed model, our analysis indicates that the distribution of a given malware follows exponential distribution, power law distribution with a short exponential tail, and power law distribution at its early, late and final stages, respectively. Extensive experiments have been performed through two real-world global scale malware data sets, and the results confirm our theoretical findings.
IJCRT's Publication Details
Unique Identification Number - IJCRT2002247
Paper ID - 192266
Page Number(s) - 2023-2027
Pubished in - Volume 8 | Issue 2 | February 2020
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mastan Vali, Chittyreddy Saipreetham Reddy , Korlapati Bhavana, Karra Santhoshi Kumari, "MALWARE PROPAGATION IN LARGE SCALE NETWORKS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 2, pp.2023-2027, February 2020, Available at :http://www.ijcrt.org/papers/IJCRT2002247.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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