DDoS Attack Detection Using Matching Pursuit Algorithm

Erhan D., ANARIM E., Karabulut Kurt G. Z.

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.1081-1084 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Zonguldak
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.1081-1084
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

Distributed denial of service attacks pose an immense threat to the internet. In this work TCP SYN flood attacks are detected using matching pursuit algorithm. Dictionaries are generated using K-SVD algorithm from normal and attack traffic of training data. Using these dictionaries and applying matching pursuit algorithm detection of attacks are performed pursing resulting residuals of matching pursuit operation.