000 02911nam a22004575i 4500
001 978-3-642-18299-0
003 DE-He213
005 20140220083753.0
007 cr nn 008mamaa
008 110128s2011 gw | s |||| 0|eng d
020 _a9783642182990
_9978-3-642-18299-0
024 7 _a10.1007/978-3-642-18299-0
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aHerrero, Álvaro.
_eauthor.
245 1 0 _aMobile Hybrid Intrusion Detection
_h[electronic resource] :
_bThe MOVICAB-IDS System /
_cby Álvaro Herrero, Emilio Corchado.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aX, 146p. 33 illus., 29 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v334
505 0 _aIntroduction -- Visualisation, Artificial Intelligence, and Security -- Previous Work on NID -- A Novel Hybrid IDS -- Experiments & Results -- Testing & Validation -- Discussion & Conclusions.
520 _aThis 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.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aCorchado, Emilio.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642182983
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v334
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-18299-0
912 _aZDB-2-ENG
999 _c107403
_d107403