Distributed intrusion detection scheme for next generation networks
IP Multimedia Subsystem (IMS) is a next generation network that provides the hypermedia services as data, voice and video to users. Due to high level requirements for IMS services, new kinds of network attacks are endlessly emerging. Thus, it is of paramount importance to protect the networks from a...
Gespeichert in:
Veröffentlicht in: | Journal of network and computer applications 2019-12, Vol.147, p.102422, Article 102422 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | 102422 |
container_title | Journal of network and computer applications |
container_volume | 147 |
creator | Manan, Jamila Ahmed, Atiq Ullah, Ihsan Merghem-Boulahia, Leïla Gaïti, Dominique |
description | IP Multimedia Subsystem (IMS) is a next generation network that provides the hypermedia services as data, voice and video to users. Due to high level requirements for IMS services, new kinds of network attacks are endlessly emerging. Thus, it is of paramount importance to protect the networks from attacks. Consequently, the Intrusion Detection Systems (IDS) are quickly becoming a popular requirement in building a network security infrastructure. Securing service and signalization is a vital feature in the IMS network. Signaling is generally based on Session Initiation Protocol (SIP) which offers numerous challenges regarding security which causes issues in IMS network. This work presents a study of SIP protocol and discovers the critical security vulnerabilities in the course of registration phase. We focused on DDoS attacks on IMS server using SIP particularly with REGISTER message and proposed a scheme based on multi agent systems for intrusion detection which takes the advantage of the distributed paradigm to implement an efficient distributed system, as well as the integration of existing techniques, i.e., the well-known IDS SNORT. |
doi_str_mv | 10.1016/j.jnca.2019.102422 |
format | Article |
fullrecord | <record><control><sourceid>elsevier_hal_p</sourceid><recordid>TN_cdi_hal_primary_oai_HAL_hal_02272576v1</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1084804519302747</els_id><sourcerecordid>S1084804519302747</sourcerecordid><originalsourceid>FETCH-LOGICAL-c334t-2798f191c21f4314e42e44ee47b146b158e065334b2170cd3e371774bf18a0703</originalsourceid><addsrcrecordid>eNp9kM1OwzAQhC0EEqXwApxy5ZDgtZ04kbhU5adIlbjA2XKcDXVoHWS7Bd6ehCCOnHY0O7PSfoRcAs2AQnHdZZ0zOmMUqsFggrEjMgNa5WmZV-x41KVISyryU3IWQkcpLUTFZ2R5a0P0tt5HbBLrot8H27ukwYgmjiqYDe4waXufOPyMySs69Ppn5TB-9P4tnJOTVm8DXvzOOXm5v3tertL108PjcrFODecipkxWZQsVGAat4CBQMBQCUcgaRFFDXiIt8iFaM5DUNBy5BClF3UKpqaR8Tq6muxu9Ve_e7rT_Ur22arVYq9GjjEmWy-IAQ5ZNWeP7EDy2fwWgakSmOjUiUyMyNSEbSjdTCYcvDha9CsaiM9hYP-BQTW__q38DmrdzYA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Distributed intrusion detection scheme for next generation networks</title><source>Elsevier ScienceDirect Journals Complete</source><creator>Manan, Jamila ; Ahmed, Atiq ; Ullah, Ihsan ; Merghem-Boulahia, Leïla ; Gaïti, Dominique</creator><creatorcontrib>Manan, Jamila ; Ahmed, Atiq ; Ullah, Ihsan ; Merghem-Boulahia, Leïla ; Gaïti, Dominique</creatorcontrib><description>IP Multimedia Subsystem (IMS) is a next generation network that provides the hypermedia services as data, voice and video to users. Due to high level requirements for IMS services, new kinds of network attacks are endlessly emerging. Thus, it is of paramount importance to protect the networks from attacks. Consequently, the Intrusion Detection Systems (IDS) are quickly becoming a popular requirement in building a network security infrastructure. Securing service and signalization is a vital feature in the IMS network. Signaling is generally based on Session Initiation Protocol (SIP) which offers numerous challenges regarding security which causes issues in IMS network. This work presents a study of SIP protocol and discovers the critical security vulnerabilities in the course of registration phase. We focused on DDoS attacks on IMS server using SIP particularly with REGISTER message and proposed a scheme based on multi agent systems for intrusion detection which takes the advantage of the distributed paradigm to implement an efficient distributed system, as well as the integration of existing techniques, i.e., the well-known IDS SNORT.</description><identifier>ISSN: 1084-8045</identifier><identifier>EISSN: 1095-8592</identifier><identifier>DOI: 10.1016/j.jnca.2019.102422</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Computer Science ; DDoS attacks ; Intrusion detection system ; Multi-agent systems ; Networking and Internet Architecture ; SIP flooding ; SNORT</subject><ispartof>Journal of network and computer applications, 2019-12, Vol.147, p.102422, Article 102422</ispartof><rights>2019 Elsevier Ltd</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c334t-2798f191c21f4314e42e44ee47b146b158e065334b2170cd3e371774bf18a0703</citedby><cites>FETCH-LOGICAL-c334t-2798f191c21f4314e42e44ee47b146b158e065334b2170cd3e371774bf18a0703</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jnca.2019.102422$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://utt.hal.science/hal-02272576$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Manan, Jamila</creatorcontrib><creatorcontrib>Ahmed, Atiq</creatorcontrib><creatorcontrib>Ullah, Ihsan</creatorcontrib><creatorcontrib>Merghem-Boulahia, Leïla</creatorcontrib><creatorcontrib>Gaïti, Dominique</creatorcontrib><title>Distributed intrusion detection scheme for next generation networks</title><title>Journal of network and computer applications</title><description>IP Multimedia Subsystem (IMS) is a next generation network that provides the hypermedia services as data, voice and video to users. Due to high level requirements for IMS services, new kinds of network attacks are endlessly emerging. Thus, it is of paramount importance to protect the networks from attacks. Consequently, the Intrusion Detection Systems (IDS) are quickly becoming a popular requirement in building a network security infrastructure. Securing service and signalization is a vital feature in the IMS network. Signaling is generally based on Session Initiation Protocol (SIP) which offers numerous challenges regarding security which causes issues in IMS network. This work presents a study of SIP protocol and discovers the critical security vulnerabilities in the course of registration phase. We focused on DDoS attacks on IMS server using SIP particularly with REGISTER message and proposed a scheme based on multi agent systems for intrusion detection which takes the advantage of the distributed paradigm to implement an efficient distributed system, as well as the integration of existing techniques, i.e., the well-known IDS SNORT.</description><subject>Computer Science</subject><subject>DDoS attacks</subject><subject>Intrusion detection system</subject><subject>Multi-agent systems</subject><subject>Networking and Internet Architecture</subject><subject>SIP flooding</subject><subject>SNORT</subject><issn>1084-8045</issn><issn>1095-8592</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kM1OwzAQhC0EEqXwApxy5ZDgtZ04kbhU5adIlbjA2XKcDXVoHWS7Bd6ehCCOnHY0O7PSfoRcAs2AQnHdZZ0zOmMUqsFggrEjMgNa5WmZV-x41KVISyryU3IWQkcpLUTFZ2R5a0P0tt5HbBLrot8H27ukwYgmjiqYDe4waXufOPyMySs69Ppn5TB-9P4tnJOTVm8DXvzOOXm5v3tertL108PjcrFODecipkxWZQsVGAat4CBQMBQCUcgaRFFDXiIt8iFaM5DUNBy5BClF3UKpqaR8Tq6muxu9Ve_e7rT_Ur22arVYq9GjjEmWy-IAQ5ZNWeP7EDy2fwWgakSmOjUiUyMyNSEbSjdTCYcvDha9CsaiM9hYP-BQTW__q38DmrdzYA</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>Manan, Jamila</creator><creator>Ahmed, Atiq</creator><creator>Ullah, Ihsan</creator><creator>Merghem-Boulahia, Leïla</creator><creator>Gaïti, Dominique</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope></search><sort><creationdate>20191201</creationdate><title>Distributed intrusion detection scheme for next generation networks</title><author>Manan, Jamila ; Ahmed, Atiq ; Ullah, Ihsan ; Merghem-Boulahia, Leïla ; Gaïti, Dominique</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c334t-2798f191c21f4314e42e44ee47b146b158e065334b2170cd3e371774bf18a0703</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Computer Science</topic><topic>DDoS attacks</topic><topic>Intrusion detection system</topic><topic>Multi-agent systems</topic><topic>Networking and Internet Architecture</topic><topic>SIP flooding</topic><topic>SNORT</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Manan, Jamila</creatorcontrib><creatorcontrib>Ahmed, Atiq</creatorcontrib><creatorcontrib>Ullah, Ihsan</creatorcontrib><creatorcontrib>Merghem-Boulahia, Leïla</creatorcontrib><creatorcontrib>Gaïti, Dominique</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Journal of network and computer applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Manan, Jamila</au><au>Ahmed, Atiq</au><au>Ullah, Ihsan</au><au>Merghem-Boulahia, Leïla</au><au>Gaïti, Dominique</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distributed intrusion detection scheme for next generation networks</atitle><jtitle>Journal of network and computer applications</jtitle><date>2019-12-01</date><risdate>2019</risdate><volume>147</volume><spage>102422</spage><pages>102422-</pages><artnum>102422</artnum><issn>1084-8045</issn><eissn>1095-8592</eissn><abstract>IP Multimedia Subsystem (IMS) is a next generation network that provides the hypermedia services as data, voice and video to users. Due to high level requirements for IMS services, new kinds of network attacks are endlessly emerging. Thus, it is of paramount importance to protect the networks from attacks. Consequently, the Intrusion Detection Systems (IDS) are quickly becoming a popular requirement in building a network security infrastructure. Securing service and signalization is a vital feature in the IMS network. Signaling is generally based on Session Initiation Protocol (SIP) which offers numerous challenges regarding security which causes issues in IMS network. This work presents a study of SIP protocol and discovers the critical security vulnerabilities in the course of registration phase. We focused on DDoS attacks on IMS server using SIP particularly with REGISTER message and proposed a scheme based on multi agent systems for intrusion detection which takes the advantage of the distributed paradigm to implement an efficient distributed system, as well as the integration of existing techniques, i.e., the well-known IDS SNORT.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.jnca.2019.102422</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1084-8045 |
ispartof | Journal of network and computer applications, 2019-12, Vol.147, p.102422, Article 102422 |
issn | 1084-8045 1095-8592 |
language | eng |
recordid | cdi_hal_primary_oai_HAL_hal_02272576v1 |
source | Elsevier ScienceDirect Journals Complete |
subjects | Computer Science DDoS attacks Intrusion detection system Multi-agent systems Networking and Internet Architecture SIP flooding SNORT |
title | Distributed intrusion detection scheme for next generation networks |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T12%3A50%3A04IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-elsevier_hal_p&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Distributed%20intrusion%20detection%20scheme%20for%20next%20generation%20networks&rft.jtitle=Journal%20of%20network%20and%20computer%20applications&rft.au=Manan,%20Jamila&rft.date=2019-12-01&rft.volume=147&rft.spage=102422&rft.pages=102422-&rft.artnum=102422&rft.issn=1084-8045&rft.eissn=1095-8592&rft_id=info:doi/10.1016/j.jnca.2019.102422&rft_dat=%3Celsevier_hal_p%3ES1084804519302747%3C/elsevier_hal_p%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_els_id=S1084804519302747&rfr_iscdi=true |