Intrusion Detection Methods Using an Ensemble of Decision Trees
(Sprache: Englisch)
Intrusion detection corresponds to a set of techniques that are used to find attacks which damages the computers and network infrastructures. Intrusion detection is a classification problem. Therefore, data mining techniques can be used to classify a given...
Leider schon ausverkauft
versandkostenfrei
Buch
55.90 €
27 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenlose Rücksendung
- Ratenzahlung möglich
Produktdetails
Produktinformationen zu „Intrusion Detection Methods Using an Ensemble of Decision Trees “
Klappentext zu „Intrusion Detection Methods Using an Ensemble of Decision Trees “
Intrusion detection corresponds to a set of techniques that are used to find attacks which damages the computers and network infrastructures. Intrusion detection is a classification problem. Therefore, data mining techniques can be used to classify a given network connection to either a normal connection or an anomaly connection. To do this, various classification models can be used. Among all, decision tree classifiers have become very popular because of its simplicity, interpretability and its performance. However, decision tree classifiers are known to have high variance. Therefore, it is said to be an unstable classifier. Along with these, the conventional decision tree classifier does not perform well when noise, vagueness and uncertainty present in the data. However, to resolve the above issues this book proposes to use an ensemble of decision tree classifiers. To show the effectiveness of the proposed methods, various intrusion detection data sets along with standard data sets are used.
Bibliographische Angaben
- Autoren: Gulla Kishor Kumar , Viswanath Pulabaigari , A Ananda Rao
- 2017, 140 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 6202008393
- ISBN-13: 9786202008396
Sprache:
Englisch
Kommentar zu "Intrusion Detection Methods Using an Ensemble of Decision Trees"
0 Gebrauchte Artikel zu „Intrusion Detection Methods Using an Ensemble of Decision Trees“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Intrusion Detection Methods Using an Ensemble of Decision Trees".
Kommentar verfassen