Application of the Negative Selection Algorithm to Detect Distributed Denial of Service Attacks

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dc.contributor.authorMatrone D.
dc.contributor.authorPasquale R.P.
dc.contributor.authorBianchini C.P.
dc.date.accessioned2024-09-01T06:16:28Z
dc.date.available2024-09-01T06:16:28Z
dc.date.issued2024
dc.description.abstract© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.The high demand for information technology services during the COVID-19 pandemic has amplified users’ susceptibility to internet security issues. Among these concerns, distributed denial of service (DDoS) attacks have emerged as a prominent threat. These attacks exploit botnets to overwhelm servers with malicious traffic, severely impacting their functionality. This paper investigates an approach utilizing the Negative Selection Algorithm, a bio-inspired computational algorithm, for the detection of DDoS attacks. Through empirical evaluation, this study assesses the detection rate of the proposed solution under varying network protocols. The results of this analysis contribute to an understanding of the feasibility and potential benefits of employing bio-inspired algorithms, such as the Negative Selection Algorithm, in fortifying internet security against the evolving landscape of DDoS attacks.
dc.description.firstpage375
dc.description.lastpage385
dc.description.volume1000 LNNS
dc.identifier.doi10.1007/978-981-97-3289-0_31
dc.identifier.issnNone
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/39275
dc.relation.ispartofLecture Notes in Networks and Systems
dc.rightsAcesso Restrito
dc.subject.otherlanguageArtificial intelligence
dc.subject.otherlanguageDDoS attacks
dc.subject.otherlanguageHPC
dc.subject.otherlanguageInformation security
dc.titleApplication of the Negative Selection Algorithm to Detect Distributed Denial of Service Attacks
dc.typeArtigo de evento
local.scopus.citations0
local.scopus.eid2-s2.0-85201106721
local.scopus.subjectBotnets
local.scopus.subjectDenialof- service attacks
local.scopus.subjectDistributed denial of service
local.scopus.subjectDistributed denial of service attack
local.scopus.subjectHigh demand
local.scopus.subjectHPC
local.scopus.subjectInformation technology services
local.scopus.subjectInternet security
local.scopus.subjectNegative-selection algorithms
local.scopus.subjectSecurity issues
local.scopus.updated2025-04-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85201106721&origin=inward
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