Network Security Situation Prediction Method Based On Secure Routing Algorithm

At present, under the background of the rapid development of Internet technology, the scale of the network is getting larger and larger, the network-related data is usually massive, the complexity of the network is also increasing and the heterogeneity is getting higher and higher. By modifying the...

Full description

Saved in:
Bibliographic Details
Published in:2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC) pp. 1 - 5
Main Author: Xu, Mingcheng
Format: Conference Proceeding
Language:English
Published: IEEE 04.12.2023
Subjects:
College Student Network
Internet
Network security
Neural networks
Prediction algorithms
Predictive models
Routing
Secure Routing Algorithm
Situation Prediction
Wireless communication
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract At present, under the background of the rapid development of Internet technology, the scale of the network is getting larger and larger, the network-related data is usually massive, the complexity of the network is also increasing and the heterogeneity is getting higher and higher. By modifying the packet header of the dynamic source routing protocol, and by sending various packets to spread the location information of the node, the function of positioning service is completed. Among them, the compliance rule management module completes the routing calculation and the flow table entry issuing module, and completes the compliance check of the data flow and the network connection work. Based on this feature, anomaly detection is performed, and finally, the security status of the entire network is obtained by combining different types of security data. The lifelong learning RBF algorithm is used to predict the network security situation of college students, and the absolute error of the prediction is small.
AbstractList At present, under the background of the rapid development of Internet technology, the scale of the network is getting larger and larger, the network-related data is usually massive, the complexity of the network is also increasing and the heterogeneity is getting higher and higher. By modifying the packet header of the dynamic source routing protocol, and by sending various packets to spread the location information of the node, the function of positioning service is completed. Among them, the compliance rule management module completes the routing calculation and the flow table entry issuing module, and completes the compliance check of the data flow and the network connection work. Based on this feature, anomaly detection is performed, and finally, the security status of the entire network is obtained by combining different types of security data. The lifelong learning RBF algorithm is used to predict the network security situation of college students, and the absolute error of the prediction is small.
Author Xu, Mingcheng
Author_xml – sequence: 1
  givenname: Mingcheng
  surname: Xu
  fullname: Xu, Mingcheng
  email: xumingcheng@163.com
  organization: Zhengzhou normal university,Zhengzhou,China
BookMark eNo1j8FOAjEURWuiC0X-wEX9AMbXdpi2S5yokMBgROOSdPpeoRFmzNCJ4e81oqt7F-ee5F6x86ZtiLFbAZkQYO9m5aJ6LwsQRmYSpMoE5KoAkGdsaLU1agxKaJDyklUVpa-2--Ar8n0X05GvYupdim3DnzvC6H_rgtK2RX7vDoR82Zxo4i9tn2Kz4ZPdpv0Zb_fX7CK43YGGfzlgb48Pr-V0NF8-zcrJfBSFsGkkURMY7ZCsLHSO6AFNHXIx9rlS0uUW0fgayFAIBCRCgMIrW6MtEHWtBuzm5I1EtP7s4t51x_X_TfUNHxpO_g
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/ICMNWC60182.2023.10436002
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL) - NZ
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9798350317022
EndPage 5
ExternalDocumentID 10436002
Genre orig-research
GroupedDBID 6IE
6IL
CBEJK
RIE
RIL
ID FETCH-LOGICAL-i119t-2d7e087ade92674ddc0d8bf415c4332a49dd8cb0e8effe0e1ff06c39bd96dd7b3
IEDL.DBID RIE
IngestDate Wed May 01 11:58:51 EDT 2024
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i119t-2d7e087ade92674ddc0d8bf415c4332a49dd8cb0e8effe0e1ff06c39bd96dd7b3
PageCount 5
ParticipantIDs ieee_primary_10436002
PublicationCentury 2000
PublicationDate 2023-Dec.-4
PublicationDateYYYYMMDD 2023-12-04
PublicationDate_xml – month: 12
  year: 2023
  text: 2023-Dec.-4
  day: 04
PublicationDecade 2020
PublicationTitle 2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC)
PublicationTitleAbbrev ICMNWC
PublicationYear 2023
Publisher IEEE
Publisher_xml – name: IEEE
Score 1.8527147
Snippet At present, under the background of the rapid development of Internet technology, the scale of the network is getting larger and larger, the network-related...
SourceID ieee
SourceType Publisher
StartPage 1
SubjectTerms College Student Network
Internet
Network security
Neural networks
Prediction algorithms
Predictive models
Routing
Secure Routing Algorithm
Situation Prediction
Wireless communication
Title Network Security Situation Prediction Method Based On Secure Routing Algorithm
URI https://ieeexplore.ieee.org/document/10436002
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA86RDypOPGbCF4z27TNx1GHQw-rgynuNpK8RAfayez8-03STvHgwVsILwm8EB5Jfh8IXVCXFNapgijqGMmppUQ7cEQZoaHgQKkT0WyCl6WYTOSoJatHLoy1NoLPbC80418-zM0yPJX5E55nLEpHrnPOGrLWJjpvdTMv7_rD8qnvbxgiMKxo1lvF_3JOiYVjsP3PJXdQ94eCh0ffxWUXrdlqD5VlA9rG49Z1Do9ndaPV7YPDl0tsDqMrNL72BQrwfdVEWxzAP34ufPX6PPeDX9666HFw89C_Ja0hApmlqawJBW4TwRVYSRnPAUwCQjtfg02QIVO5BBBGJ1YEMEhiU-cSZjKpQTIArrN91KnmlT1AWBaaOs0ypfwwplMJKjhw5GBTahg3h6gbkjF9bzQvpqs8HP3Rf4y2Qsoj0CM_QZ16sbSnaMN81rOPxVncqS9OJpiA
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA8yRT2pOPHbCF4727RNk6MOx4ZbHWzibiPJS3SgnczOv98k7RQPHryFkJfAC-GR5PeB0BUxYaqNSANBDA0SokkgDZhAKCYhzYAQw7zZRJbnbDLhw5qs7rkwWmsPPtMt1_R_-TBXS_dUZk94ElMvHbnurLN4RdfaRJe1cuZ1rz3In9r2jsEcx4rErVXEL-8UXzo6O_9cdBc1f0h4ePhdXvbQmi72UZ5XsG08qn3n8GhWVmrddrD7dPHNgfeFxre2RAF-KKrRGjv4j50L37w-z23wy1sTPXbuxu1uUFsiBLMo4mVAINMhywRoTmiWAKgQmDS2CisnRCYSDsCUDDVzcJBQR8aEVMVcAqcAmYwPUKOYF_oQYZ5KYiSNhbBhVEYchPPgSEBHRNFMHaGmS8b0vVK9mK7ycPxH_wXa6o4H_Wm_l9-foG2Xfg_7SE5Ro1ws9RnaUJ_l7GNx7nftC3mbm88
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%3Abook&rft.genre=proceeding&rft.title=2023+3rd+International+Conference+on+Mobile+Networks+and+Wireless+Communications+%28ICMNWC%29&rft.atitle=Network+Security+Situation+Prediction+Method+Based+On+Secure+Routing+Algorithm&rft.au=Xu%2C+Mingcheng&rft.date=2023-12-04&rft.pub=IEEE&rft.spage=1&rft.epage=5&rft_id=info:doi/10.1109%2FICMNWC60182.2023.10436002&rft.externalDocID=10436002