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Wykrywanie anomalii w plikach dziennika

Wykrywanie anomalii w plikach dziennika

Tathagata Roy Chowdhury

72,39 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2026
Materia
Informática: cuestiones generales
ISBN:
9786630378023
72,39 €
IVA incluido
Disponible

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Sobre IBD

„Wykrywanie anomalii w plikach dziennika: kompleksowy przewodnik' autorstwa Tathagaty Roya Chowdhury’ego stanowi dogłębną analizę metodologii i technik stosowanych do identyfikacji anomalii w plikach dziennika. Przewodnik ten szczegółowo omawia kluczową rolę wykrywania anomalii w poprawie cyberbezpieczeństwa i monitorowaniu systemów poprzez identyfikację nietypowych wzorców i zachowań w danych, które odbiegają od normy. Książka rozpoczyna się od wprowadzenia do sztucznej inteligencji i uczenia maszynowego, zapewniając solidne podstawy do zrozumienia zaawansowanych technik omówionych w dalszej części. Kluczowe rozdziały obejmują różne aspekty, takie jak architektura rozproszonych systemów zarządzania bazami danych, gromadzenie danych, czyszczenie danych oraz tworzenie plików CSV. Przewodnik podkreśla znaczenie przygotowania danych, ich wizualizacji oraz wykorzystania macierzy pomyłek do oceny wydajności modeli. Dzięki szczegółowemu omówieniu metod nadzorowanych oraz dogłębnej analizie serwerów internetowych książka ta stanowi nieocenione źródło wiedzy zarówno dla początkujących, jak i zaawansowanych praktyków w dziedzinie wykrywania anomalii.

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