Skip to Content
Machine Learning et sécurité
book

Machine Learning et sécurité

by Clarence Chio, David Freeman
February 2019
Intermediate to advanced
384 pages
12h 51m
French
Editions First
Content preview from Machine Learning et sécurité

CHAPITRE 3 Détection des anomalies

Ce chapitre traite de la détection d’événements inattendus, ou anomalies, dans les systèmes. Dans le contexte de la sécurité du réseau et de l’hôte, la détection des anomalies fait référence à l’identification d’intrus ou de brèches. En moyenne, il faut des dizaines de jours pour qu’une brèche dans le système1 soit détectée. Après qu’un attaquant a réussi à entrer, cependant, les dégâts sont généralement faits en quelques jours voire moins. Qu’il s’agisse d’exfiltration de données, d’extorsion par le biais d’une rançon, de logiciel de type adware ou de menaces persistantes avancées (APT), il est clair que le temps ne joue pas en faveur du défenseur.

L’importance de la détection des anomalies ne se limite pas au ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Machine learning : les fondamentaux

Machine learning : les fondamentaux

Matt Harrison

Publisher Resources

ISBN: 9782412043561