Hands-on machine learning for cybersecurity : safeguard your system by making your machines intelligent using the Python ecosystem /: safeguard your system by making your machines intelligent using the Python ecosystem. (2018)

• Record Type: Book
• Further Information: Note: Soma Halder, Sinan Ozdemir.
• Authors: Halder, Soma; Ozdemir, Sinan
• Contents: Table of ContentsBasics of Machine Learning in Cyber Security Time series analysis and Ensemble modellingSegregating legitimate and lousy URLsKnocking down captchasUsing Data Science to catch email frauds and spamsEfficient Network Anomaly detection using K Means Decision Tree and context based malicious event detectionCatching impersonators and hackers red handedChange the game with TensorflowFinancial frauds and how deep learning can mitigate themPractical Case Studies in Cyber Security.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 005.8; Computer security; Machine learning; COMPUTERS / Security / General; Computer security; Machine learning; Electronic books
• Languages: English
• ISBNs: 9781788990967
• Related ISBNs: 178899096X; 9781788992282; 1788992288
• Notes: Note: Description based on online resource; title from title page (Safari, viewed January 25, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.