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.