Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Nabil Seddigh"'
Publikováno v:
Journal of Network and Systems Management. 29
Visibility into network traffic is a key requirement for different security and network monitoring tools. Recent trends in the evolution of Internet traffic present a challenge for traditional traffic analysis methods to achieve accurate classificati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ead7c155195bcbadeb15f0e7358765c1
https://doi.org/10.1007/s10922-020-09566-5
https://doi.org/10.1007/s10922-020-09566-5
Autor:
Serge Dolgikh, Biswajit Nandy, Naveen Sai Muthyala, Juhandre Knoetze, Don W. Bennett, Yonglin Ren, Nabil Seddigh, Colin Zeidler
Publikováno v:
CNSM
Traffic classification solutions are widely used by network operators and law enforcement agencies (LEA) for application identification. Widespread use of encryption reduces the accuracy of traditional traffic classification solutions such as DPI (De
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3a948654ea6a757d9f0d676a1c8a411e
https://doi.org/10.23919/cnsm46954.2019.9012662
https://doi.org/10.23919/cnsm46954.2019.9012662
Publikováno v:
CCECE
Industrial Control and SCADA (Supervisory Control and Data Acquisition) networks control critical infrastructure such as power plants, nuclear facilities, and water supply systems. These systems are increasingly the target of cyber attacks by threat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::69fc7286f819397be81b910e35023086
https://doi.org/10.1109/ccece.2017.7946818
https://doi.org/10.1109/ccece.2017.7946818
Publikováno v:
International Journal of Mobile Computing and Multimedia Communications. 6:17-53
Research into network anomaly detection has become crucial as a result of a significant increase in the number of computer attacks. Many approaches in network anomaly detection have been reported in the literature, but data or solutions typically are
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e912b9d917d9454db308d3bbf71b5e89
https://doi.org/10.4018/ijmcmc.2014010102
https://doi.org/10.4018/ijmcmc.2014010102
Autor:
R. Makkar, Biswajit Nandy, Emmanouil Skevakis, Nabil Seddigh, Hassan Halabian, Ioannis Lambadaris, Athanasios Delimargas
Publikováno v:
MILCOM
As the number, complexity and diversity of cyber threats continue to increase in network infrastructures, anomaly detection techniques constitute a crucial alternative towards enhancing network security. Principal Component Analysis (PCA) is a widely
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0123340a25b01b2845a09d4ffb96198d
https://doi.org/10.1109/milcom.2015.7357512
https://doi.org/10.1109/milcom.2015.7357512
Research into network anomaly detection has become crucial as a result of a significant increase in the number of computer attacks. Many approaches in network anomaly detection have been reported in the literature, but data or solutions typically are
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::033d0eb54eeedc8ae01788b2b205d383
https://doi.org/10.4018/978-1-4666-7456-1.ch034
https://doi.org/10.4018/978-1-4666-7456-1.ch034
Publikováno v:
ICCC
Principal component analysis (PCA) has received increasing attention as a method to distinguish network traffic anomalies from normal data instances based on its orthogonal linear transformation characteristics and dimensionality reduction technique.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::118a28396b1a6854899d1d7743cb6211
https://doi.org/10.1109/iccchina.2014.7008266
https://doi.org/10.1109/iccchina.2014.7008266
Publikováno v:
TrustCom
Fuzzy C-means (FCM) clustering has been used to distinguish communication network traffic outliers based on the uncommon statistical characteristics of network traffic data. The raditional FCM does not leverage spatial information in its analysis, wh
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9b6d777fbab66329e40991f429e15b1e
https://doi.org/10.1109/trustcom.2014.109
https://doi.org/10.1109/trustcom.2014.109
Publikováno v:
GIIS
Source routing and routing protocols are two well known methods used to discover network connectivity within IPv6 networks. The source routing discovery method faces the challenge of probing space explosion phenomenon which generates a large volume o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9af0e144d826644c2fc566cf5674fee4
https://doi.org/10.1109/giis.2014.6934288
https://doi.org/10.1109/giis.2014.6934288