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[{"key": "dc.contributor.author", "value": "Lappalainen, Kari", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2011-12-08T17:04:45Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2011-12-08T17:04:45Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2011", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.other", "value": "oai:jykdok.linneanet.fi:1190392", "language": null, "element": "identifier", "qualifier": "other", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/37054", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Langattomien l\u00e4hiverkkojen yleistyminen tarjoaa mahdollisille tunkeutujille uusia reittej\u00e4 tietoj\u00e4rjestelmiin. Samaan aikaan tietoj\u00e4rjestelmien merkitys ihmisten ja yhteiskunnan kannalta kasvaa koko ajan. Tietoj\u00e4rjestelmi\u00e4 turvaamaan tarvitaan tunkeutumisyritykset havaitsevia j\u00e4rjestelmi\u00e4. Tietotekniikan arkip\u00e4iv\u00e4istyess\u00e4 tietoj\u00e4rjestelmien k\u00e4ytt\u00f6 koskettaa yh\u00e4 useampia ihmisi\u00e4, joten j\u00e4rjestelmien helppok\u00e4ytt\u00f6isyys korostuu entisest\u00e4\u00e4n. Tutkimuksessa selvitettiin itseoppiviin hajautettuihin neuroverkkoihin perustuvan tunkeutumisen havaitsemisj\u00e4rjestelm\u00e4n toteutusmahdollisuuksia. Tutkimuksen tuloksena esitell\u00e4\u00e4n t\u00e4llaisen j\u00e4rjestelm\u00e4n arkkitehtuuri. Arkkitehtuurin perusteella toteutettiin esimerkkisovellus, jota kokeiltiin menestyksekk\u00e4\u00e4sti k\u00e4yt\u00e4nn\u00f6ss\u00e4.", "language": null, "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Kari Lappalainen (kamalapp) on 2011-12-08 17:04:36.288570. Form: Pro gradu -lomake (1 tekij\u00e4) (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/pro-gradu-lomake-1-tekijae). JyX data:", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija@noreply.fi) on 2011-12-08T17:04:45Z\nNo. of bitstreams: 2\nURN:NBN:fi:jyu-2011120811774.pdf: 7127752 bytes, checksum: 623d9a5c0ebc68e5391ab362a5f21040 (MD5)\nlicense.html: 5067 bytes, checksum: df98f606334d6d805628733732280421 (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2011-12-08T17:04:45Z (GMT). No. of bitstreams: 2\nURN:NBN:fi:jyu-2011120811774.pdf: 7127752 bytes, checksum: 623d9a5c0ebc68e5391ab362a5f21040 (MD5)\nlicense.html: 5067 bytes, checksum: df98f606334d6d805628733732280421 (MD5)\n Previous issue date: 2011", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "118 sivua", "language": null, "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.format.mimetype", "value": "application/pdf", "language": null, "element": "format", "qualifier": "mimetype", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "tietoturva", "language": "", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": 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