| 000 | 02392nam a2200289za04500 | ||
|---|---|---|---|
| 001 | 17564 | ||
| 008 | 050703s2011 gw eng d | ||
| 020 | _a9783642182990 99783642182990 | ||
| 082 |
_a006.3 _b223 |
||
| 100 |
_aHerrero, Álvaro. _eauthor. _935283 |
||
| 245 |
_aMobile Hybrid Intrusion Detection _h[electronic resource]: _bThe MOVICAB-IDS System / _cby Álvaro Herrero, Emilio Corchado. |
||
| 300 |
_aX, 146p. 33 illus., 29 illus. in color. _bonline resource. |
||
| 490 | _aStudies in Computational Intelligence | ||
| 490 |
_x-1860-949X ; _v-334 |
||
| 505 | _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 |
_aEngineering. _996 |
||
| 650 |
_aArtificial intelligence. _933648 |
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| 650 |
_aEngineering. _996 |
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| 650 |
_aArtificial Intelligence (incl. Robotics). _923200 |
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| 650 |
_933763 _aCOMPUTATIONAL INTELIGENCE |
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| 700 |
_aCorchado, Emilio. _934781 |
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| 700 |
_eauthor. _935284 |
||
| 710 |
_aSpringerLink (Online service) _9111 |
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| 856 |
_uhttp://springer.escuelaing.metaproxy.org/book/10.1007/978-3-642-18299-0 _yir a documento _qURL |
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| 942 |
_2ddc _cCF |
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| 999 |
_c14189 _d14189 |
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