Pretraga

Pretražite po imenu i prezimenu autora, mentora, urednika, prevoditelja

Napredna pretraga

Pregled bibliografske jedinice broj: 847519

Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic

Peraković, Dragan; Periša, Marko; Cvitić, Ivan; Husnjak, Siniša
Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic // Proceedings of papers 24nd Telecommunications Forum (TELFOR) 2016
Beograd: TЕLЕCOMMUNICАTIONS SOCIЕTY - Belgrade, 2017. str. 332-336 doi:10.1109/TELFOR.2016.7818791 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 847519 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic

Autori
Peraković, Dragan ; Periša, Marko ; Cvitić, Ivan ; Husnjak, Siniša

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of papers 24nd Telecommunications Forum (TELFOR) 2016 / - Beograd : TЕLЕCOMMUNICАTIONS SOCIЕTY - Belgrade, 2017, 332-336

ISBN
978-1-5090-4085-8

Skup
24th Telecommunications Forum (TELFOR) 2016

Mjesto i datum
Beograd, Srbija, 22.11.2016. - 23.11.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
ANN ; DDoS ; network traffic ; network security

Sažetak
Detection of DDoS (Distributed Denial of Service) traffic is of great importance for the availability protection of services and other information and communication resources. The research presented in this paper shows the application of artificial neural networks in the development of detection and classification model for three types of DDoS attacks and legitimate network traffic. Simulation results of developed model showed accuracy of 95.6% in classification of pre-defined classes of traffic.

Izvorni jezik
Engleski

Znanstvena područja
Tehnologija prometa i transport



POVEZANOST RADA

Ustanove:
Fakultet prometnih znanosti, Zagreb

Profili:

Avatar Url Sinisa Husnjak (autor)

Avatar Url Ivan Cvitić (autor)

Avatar Url Marko Periša (autor)

Avatar Url Dragan Peraković (autor)

Poveznice na cjeloviti tekst rada:

Pristup cjelovitom tekstu rada doi

Citiraj ovu publikaciju:

Peraković, Dragan; Periša, Marko; Cvitić, Ivan; Husnjak, Siniša
Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic // Proceedings of papers 24nd Telecommunications Forum (TELFOR) 2016
Beograd: TЕLЕCOMMUNICАTIONS SOCIЕTY - Belgrade, 2017. str. 332-336 doi:10.1109/TELFOR.2016.7818791 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Peraković, D., Periša, M., Cvitić, I. & Husnjak, S. (2017) Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic. U: Proceedings of papers 24nd Telecommunications Forum (TELFOR) 2016 doi:10.1109/TELFOR.2016.7818791.
@article{article, author = {Perakovi\'{c}, Dragan and Peri\v{s}a, Marko and Cviti\'{c}, Ivan and Husnjak, Sini\v{s}a}, year = {2017}, pages = {332-336}, DOI = {10.1109/TELFOR.2016.7818791}, keywords = {ANN, DDoS, network traffic, network security}, doi = {10.1109/TELFOR.2016.7818791}, isbn = {978-1-5090-4085-8}, title = {Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic}, keyword = {ANN, DDoS, network traffic, network security}, publisher = {TЕLЕCOMMUNICАTIONS SOCIЕTY - Belgrade}, publisherplace = {Beograd, Srbija} }
@article{article, author = {Perakovi\'{c}, Dragan and Peri\v{s}a, Marko and Cviti\'{c}, Ivan and Husnjak, Sini\v{s}a}, year = {2017}, pages = {332-336}, DOI = {10.1109/TELFOR.2016.7818791}, keywords = {ANN, DDoS, network traffic, network security}, doi = {10.1109/TELFOR.2016.7818791}, isbn = {978-1-5090-4085-8}, title = {Artificial Neuron Network Implementation in Detection and Classification of DDoS Traffic}, keyword = {ANN, DDoS, network traffic, network security}, publisher = {TЕLЕCOMMUNICАTIONS SOCIЕTY - Belgrade}, publisherplace = {Beograd, Srbija} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Conference Proceedings Citation Index - Science (CPCI-S)
  • Scopus

Citati:

    Altmetrijski pokazatelji:


    Podijeli:





    Contrast
    Increase Font
    Decrease Font
    Dyslexic Font
    CROSBI koristi kolačiće (cookies) kako bi poboljšao funkcionalnost stranice.