| 书目名称 | Mobile Hybrid Intrusion Detection |
| 副标题 | The MOVICAB-IDS Syst |
| 编辑 | Álvaro Herrero,Emilio Corchado |
| 视频video | |
| 概述 | Recent research in Mobile Hybrid Intrusion Detection.Comprehensive description of the MOVICAB-IDS, a novel Intrusion Detection System.Written by leading experts in the field |
| 丛书名称 | Studies in Computational Intelligence |
| 图书封面 |  |
| 描述 | .This monograph comprises work on network-based Intrusion Detection (ID) that is grounded in visualisation and hybrid Artificial Intelligence (AI). It has led to the design of MOVICAB-IDS (MObile VIsualisation Connectionist Agent-Based IDS), a novel Intrusion Detection System (IDS), which is comprehensively described in this book..This novel IDS combines different AI paradigms to visualise network traffic for ID at packet level. It is based on a dynamic Multiagent System (MAS), which integrates an unsupervised neural projection model and the Case-Based Reasoning (CBR) paradigm through the use of deliberative agents that are capable of learning and evolving with the environment..The proposed novel hybrid IDS provides security personnel with a synthetic, intuitive snapshot of network traffic and protocol interactions. This visualisation interface supports the straightforward detection of anomalous situations and their subsequent identification. .The performance of MOVICAB-IDS was tested through a novel mutation-based testing method in different real domains which entailed several attacks and anomalous situations.. |
| 出版日期 | Book 2011 |
| 关键词 | Artificial Intelligence; Computational Intelligence; Mobile Hybrid Intrusion Detection; Visualisation |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-18299-0 |
| isbn_softcover | 978-3-642-42341-3 |
| isbn_ebook | 978-3-642-18299-0Series ISSN 1860-949X Series E-ISSN 1860-9503 |
| issn_series | 1860-949X |
| copyright | Springer Berlin Heidelberg 2011 |
发表于 2025-3-21 19:25:18
