Mastering Machine Learning for Penetration Testing
Cybersecurityiscrucialforbothbusinessesandindividuals.Assystemsaregettingsmarter,wenowseemachinelearninginterruptingcomputersecurity.Withtheadoptionofmachinelearninginupcomingsecurityproducts,it’simportantforpentestersandsecurityresearcherstounderstandhowthesesystemswork,andtobreachthemfortestingpurposes.Thisbookbeginswiththebasicsofmachinelearningandthealgorithmsusedtobuildrobustsystems.Onceyou’vegainedafairunderstandingofhowsecurityproductsleveragemachinelearning,you'lldiveintothecoreconceptsofbreachingsuchsystems.Throughpracticalusecases,you’llseehowtofindloopholesandsurpassaself-learningsecuritysystem.Asyoumakeyourwaythroughthechapters,you’llfocusontopicssuchasnetworkintrusiondetectionandAVandIDSevasion.We’llalsocoverthebestpracticeswhenidentifyingambiguities,andextensivetechniquestobreachanintelligentsystem.Bytheendofthisbook,youwillbewell-versedwithidentifyingloopholesinaself-learningsecuritysystemandwillbeabletoefficientlybreachamachinelearningsystem.
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