Adversarial Drift Detection in Intrusion Detection System

The recent intrusion detection systems based on machine learning generally assume that the intrusion traffic always satisfies stationary of statistics.However,this assumption is not always held when adversaries arbitrarily alter the distribution of traffic data,or develop new attack techniques,which...

Full description

Saved in:
Bibliographic Details
Main Authors: Yaguan Qian, Xiaohui Guan
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2015-03-01
Series:Dianxin kexue
Subjects:
Online Access:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015058/
Tags: Add Tag
No Tags, Be the first to tag this record!