Machine learning for computer and cyber security : principle algorithms and practices
Gupta, Brij B.
Machine learning for computer and cyber security : principle algorithms and practices - United States CRC Press 2019 - xii, 352 p. ill. 24 cm.
Includes bibliographical references and index
While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques. This book will be an invaluable resource to understand the importance of machine learning and data mining in establishing computer and cyber security. It emphasizes important security aspects associated with computer and cyber security along with the analysis of machine learning and data mining based solutions.
9781138587304
Computer networks
Data processing
Machine learning
Artificial intelligence
Security measures
Cyber Security
006.31 / GUP
Machine learning for computer and cyber security : principle algorithms and practices - United States CRC Press 2019 - xii, 352 p. ill. 24 cm.
Includes bibliographical references and index
While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques. This book will be an invaluable resource to understand the importance of machine learning and data mining in establishing computer and cyber security. It emphasizes important security aspects associated with computer and cyber security along with the analysis of machine learning and data mining based solutions.
9781138587304
Computer networks
Data processing
Machine learning
Artificial intelligence
Security measures
Cyber Security
006.31 / GUP