Multistage Anomaly Detection over Intelligence Threats Evolution for Secured Cloud Computing Resources

Many research institutions (ENISA, CSA, SUN, etc.) on cloud computing are always referred to a DDoS attacks item wamingly. In this paper, we describe the evolution of intelligence threats to APTs from various DDoS attacks, symptoms of DDoS attacks, and multistage anomaly detection scheme of anomaly...

Full description

Saved in:
Bibliographic Details
Published inInternational Information Institute (Tokyo). Information Vol. 16; no. 12; p. 8469
Main Authors Ji, YooKang, Kim, YongIl, Kim, JongWon, Cha, ByungRae
Format Journal Article
LanguageEnglish
Published Koganei International Information Institute 01.12.2013
Subjects
Anomalies
Bandwidths
Case studies
Cloud computing
Data integrity
Denial of service attacks
Evolution
Intelligence
Internet
Learning
Legacy systems
Multistage
Peer to peer computing
Poisoning
Threats
Weight reduction
Online AccessGet full text

Cover

Abstract Many research institutions (ENISA, CSA, SUN, etc.) on cloud computing are always referred to a DDoS attacks item wamingly. In this paper, we describe the evolution of intelligence threats to APTs from various DDoS attacks, symptoms of DDoS attacks, and multistage anomaly detection scheme of anomaly for secured cloud computing resource. Specially, Lightweight anomaly detection stage could classified volume data into large volume data and small volume data, and applied Bayesian techniques to detect anomaly and symptoms of various attack. And focused anomaly detection stage is performed to detect novel attacks by unsupervised learning algorithm. [PUBLICATION ABSTRACT]
AbstractList Many research institutions (ENISA, CSA, SUN, etc.) on cloud computing are always referred to a DDoS attacks item wamingly. In this paper, we describe the evolution of intelligence threats to APTs from various DDoS attacks, symptoms of DDoS attacks, and multistage anomaly detection scheme of anomaly for secured cloud computing resource. Specially, Lightweight anomaly detection stage could classified volume data into large volume data and small volume data, and applied Bayesian techniques to detect anomaly and symptoms of various attack. And focused anomaly detection stage is performed to detect novel attacks by unsupervised learning algorithm.
Many research institutions (ENISA, CSA, SUN, etc.) on cloud computing are always referred to a DDoS attacks item wamingly. In this paper, we describe the evolution of intelligence threats to APTs from various DDoS attacks, symptoms of DDoS attacks, and multistage anomaly detection scheme of anomaly for secured cloud computing resource. Specially, Lightweight anomaly detection stage could classified volume data into large volume data and small volume data, and applied Bayesian techniques to detect anomaly and symptoms of various attack. And focused anomaly detection stage is performed to detect novel attacks by unsupervised learning algorithm. [PUBLICATION ABSTRACT]
Author Cha, ByungRae
Kim, YongIl
Ji, YooKang
Kim, JongWon
Author_xml – sequence: 1
  givenname: YooKang
  surname: Ji
  fullname: Ji, YooKang
– sequence: 2
  givenname: YongIl
  surname: Kim
  fullname: Kim, YongIl
– sequence: 3
  givenname: JongWon
  surname: Kim
  fullname: Kim, JongWon
– sequence: 4
  givenname: ByungRae
  surname: Cha
  fullname: Cha, ByungRae
BookMark eNpdjk1LAzEURYNUsNb-h4AbNwP5npllGasWKoLWdUkzb-qUTFInScF_b2hduXn3wT1czi2aOO_gCk0pF6Ko6lpMzj8vhCTkBs1DOBBCOCG1InSKutdkYx-i3gNeOD9o-4MfIYKJvXfYn2DEKxfB2n4PzgDefI2gY8DLk7fpzHR-xB9g0ggtbqxP-frhmDu3x-8QfBoNhDt03WkbYP6XM_T5tNw0L8X67XnVLNaFo7KKhWZatbSsdnW5awUhjKpKtSWpS64019LkRjImOtCdYiC4apWkRijOaNsxzWfo4bJ7HP13ghC3Qx9M1tcOfArbvK2oolLSjN7_Qw_Z1WW7LZWUVRWpGee_Gv9kXQ
ContentType Journal Article
Copyright Copyright International Information Institute Dec 2013
Copyright_xml – notice: Copyright International Information Institute Dec 2013
DBID 7SC
8FD
8FE
8FG
ABUWG
AFKRA
ARAPS
BENPR
BGLVJ
BVBZV
CCPQU
DWQXO
HCIFZ
JQ2
L7M
L~C
L~D
P5Z
P62
PQEST
PQQKQ
PQUKI
PRINS
DatabaseName Computer and Information Systems Abstracts
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni Edition)
ProQuest Central
Advanced Technologies & Aerospace Database‎ (1962 - current)
AUTh Library subscriptions: ProQuest Central
Technology Collection
East & South Asia Database
ProQuest One Community College
ProQuest Central Korea
SciTech Premium Collection (Proquest) (PQ_SDU_P3)
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
DatabaseTitle Advanced Technologies & Aerospace Collection
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest Advanced Technologies & Aerospace Collection
ProQuest One Academic Eastern Edition
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Central China
East & South Asia Database
Computer and Information Systems Abstracts Professional
ProQuest Central
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest One Academic
Advanced Technologies Database with Aerospace
DatabaseTitleList Computer and Information Systems Abstracts
Advanced Technologies & Aerospace Collection
Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
EISSN 1344-8994
EndPage 8469
ExternalDocumentID 3267211121
Genre Feature
GroupedDBID 3V.
7SC
8FD
8FE
8FG
ABUWG
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
BENPR
BGLVJ
BPHCQ
BVBZV
CCPQU
DWQXO
HCIFZ
JQ2
L7M
L~C
L~D
P62
PQEST
PQQKQ
PQUKI
PRINS
PROAC
ID FETCH-LOGICAL-n158t-a2a6d178b97bd40021686d709736a3a5c8b95224feaf62e436d651c46321df2a3
IEDL.DBID 8FG
ISSN 1343-4500
IngestDate Thu Apr 11 21:32:27 EDT 2024
Fri Sep 13 00:51:21 EDT 2024
IsPeerReviewed false
IsScholarly false
Issue 12
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-n158t-a2a6d178b97bd40021686d709736a3a5c8b95224feaf62e436d651c46321df2a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PQID 1512880923
PQPubID 936334
PageCount 1
ParticipantIDs proquest_miscellaneous_1786161551
proquest_journals_1512880923
PublicationCentury 2000
PublicationDate 20131201
PublicationDateYYYYMMDD 2013-12-01
PublicationDate_xml – month: 12
  year: 2013
  text: 20131201
  day: 01
PublicationDecade 2010
PublicationPlace Koganei
PublicationPlace_xml – name: Koganei
PublicationTitle International Information Institute (Tokyo). Information
PublicationYear 2013
Publisher International Information Institute
Publisher_xml – name: International Information Institute
SSID ssj0003009601
Score 1.5843496
Snippet Many research institutions (ENISA, CSA, SUN, etc.) on cloud computing are always referred to a DDoS attacks item wamingly. In this paper, we describe the...
SourceID proquest
SourceType Aggregation Database
StartPage 8469
SubjectTerms Anomalies
Bandwidths
Case studies
Cloud computing
Data integrity
Denial of service attacks
Evolution
Intelligence
Internet
Learning
Legacy systems
Multistage
Peer to peer computing
Poisoning
Threats
Weight reduction
Title Multistage Anomaly Detection over Intelligence Threats Evolution for Secured Cloud Computing Resources
URI https://www.proquest.com/docview/1512880923/abstract/
https://search.proquest.com/docview/1786161551
Volume 16
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3NS8MwFA9zu3gRRcXpHBG8hrXNR7uT6NycgkNkg93GS5PqQVt1neB_b17WTkHwkktCD8nre7_3e1-EnNssc7-fxbC6iZgQ_YBBzA1TYHQSghJSY3Hy_USNZ-JuLucNMq5rYTCtstaJXlGbIkWOvIeWycmawyM90MgCpGXv4u2d4fwojLNWwzS2SCvEnnhYMz662bAt3EP1tfclOBMyCP4oX29RRrtkp4KC9HL9dnukYfN9kvmKWAfZnix1rvkrvHzRa1v6hKmcYr4lvf3VRZNOnxH1Lenws5Ih6lAo9Sy6NXTwUqzc6ic3OBtFa7J-eUBmo-F0MGbVLASWhzIpGUSgTBgnuh9rI9Ayq0SZGJvtKOAgU7fjoJTILGQqsoIro2SYCsWj0GQR8EPSzIvcHhHqAJwykElrkkCkEdcAIrAO56FjKgPdJp36YhaVQC8XP9ffJmebbSeKGF-A3BYrdyZOlI9zhsf_f-KEbEc4VcJnhXRIs_xY2VNn20vd9c_WJa2r4eTh8RtHZqku
link.rule.ids 315,786,790,12792,21416,33408,33409,33779,33780,43635,43840,74392,74659
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV07T8MwELagDLAgECAeBYzEapH4lXRCqLS00HZqpW6VHTswlARIisS_5-y6BQmJxYutDOfLfd-9fAhd2zyH38-6tLqhhPNWRFTCDJHK6DRWkgvtmpOHI9mb8MepmIaAWxXKKlc20RtqU2YuRn7jkAl0DfjI7ds7cVOjXHY1jNDYRFucAXS6TvHuwzrGwjxBX_pcnBEuouiPyfU40t1Du4EA4rvlje2jDVscoNz3wQJRe7YYHPJXNf_C97b2ZVIFdlWWuP_r7Uw8fnFcr8Kdz6A5GLgn9rFza3B7Xi5g9fMaAJnwKkRfHaJJtzNu90iYgECKWKQ1UVRJEyepbiXacIfHMpUmcU_sSMWUyGAHCBTPrcoltSADI0WccclobHKq2BFqFGVhjxEG2iaNyoU1acQzyrRSPLLA7pw7KiJ9gporwcyCGlezH6GfoKv1NiigyyqowpYLOJOk0mc349P_P3GJtnvj4WA26I-eztAOdXMlfF1IEzXqj4U9B3Sv9YW_wm_I36bC
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LSwMxEA7agngRRcVH1QheQ3c3j92eRPug9VGKtNBbyW4SPdRddbeC_95JmlZB8LKXLHvY-TLzzcyXDEJX2hjYftq21VVEGGsFRMZUESFVmoRSMJ7aw8mPQ9GfsLspn3r9U-lllSuf6By1KjJbI2_ayARYAz7SNF4WMer0rt_eiZ0gZTutfpzGJqrHTHBAeP22Oxw9rSsu1NH1ZQbGKGE8CP44YBdVertox9NBfLO03x7a0Pk-Mu5ULNC2Z40hPX-V8y_c0ZUTTeXYai7x4NdNmnj8YplfibufHkcYmCh2lXStcHteLODppjdAnMKrgn15gCa97rjdJ34eAslDnlRERlKoME7SVpwqZqOzSISK7YU7QlLJM1gBOsWMlkZEmlGhBA8zJmgUKhNJeohqeZHrI4SBxAklDdcqCVgW0VRKFmjgejY55UF6jBqrHzPzoC5nPyY4RpfrZYCj7THIXBcLeCdOhOt1hif_f-ICbYH9Zg-D4f0p2o7skAknEmmgWvWx0GcQ6qv03NvwGxnkrGU
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Multistage+Anomaly+Detection+over+Intelligence+Threats+Evolution+for+Secured+Cloud+Computing+Resources&rft.jtitle=International+Information+Institute+%28Tokyo%29.+Information&rft.au=Ji%2C+YooKang&rft.au=Kim%2C+YongIl&rft.au=Kim%2C+JongWon&rft.au=Cha%2C+ByungRae&rft.date=2013-12-01&rft.issn=1343-4500&rft.eissn=1344-8994&rft.volume=16&rft.issue=12&rft.spage=8469&rft.epage=8469&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1343-4500&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1343-4500&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1343-4500&client=summon