Mobile Hybrid Intrusion Detection is popular PDF and ePub book, written by Álvaro Herrero in 2011-01-19, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Mobile Hybrid Intrusion Detection can be Read Online from any device for your convenience.
Mobile Hybrid Intrusion Detection Book PDF Summary
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.
Detail Book of Mobile Hybrid Intrusion Detection PDF
- Author : Álvaro Herrero
- Release : 19 January 2011
- Publisher : Springer Science & Business Media
- ISBN : 9783642182983
- Genre : Computers
- Total Page : 151 pages
- Language : English
- PDF File Size : 13,5 Mb
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