Triples Anomaly Detection Security Model Based on Decision Tree
Liangcheng Li, Song Qing, Ting Jiang, Leiyue Zhou
Available Online December 2015.
- https://doi.org/10.2991/icmmcce-15.2015.450How to use a DOI?
- Data-mining, Network security, triples model.
- A triples anomaly detection security model based on decision tree algorithm is designed for solving the issues--exist in the current network security detection models,such as lacking of filtering the events, and classifying the events in the network environment faintly.This model which based on the decision tree positions and distinguishes various network threats at the first step.Afterwards, dividing the degree of anomalies through analyzing the source IP address, the destination IP address and the event types of network anomalies.Proved by examples,the triples anomaly detection security model produces remarkable effects on defining the type of security incidents and determining the degree of abnormal threats.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Liangcheng Li AU - Song Qing AU - Ting Jiang AU - Leiyue Zhou PY - 2015/12 DA - 2015/12 TI - Triples Anomaly Detection Security Model Based on Decision Tree BT - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015 PB - Atlantis Press SP - 1096 EP - 1102 SN - 2352-538X UR - https://doi.org/10.2991/icmmcce-15.2015.450 DO - https://doi.org/10.2991/icmmcce-15.2015.450 ID - Li2015/12 ER -