Hands-On Machine Learning for Cybersecurity: Safeguard your system by making your machines intelligent using the Python ecosystem

Author:   Soma Halder ,  Sinan Ozdemir
Publisher:   Packt Publishing Limited
ISBN:  

9781788992282


Pages:   318
Publication Date:   31 December 2018
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Machine Learning for Cybersecurity: Safeguard your system by making your machines intelligent using the Python ecosystem


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Author:   Soma Halder ,  Sinan Ozdemir
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781788992282


ISBN 10:   1788992288
Pages:   318
Publication Date:   31 December 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Basics of Machine Learning in Cyber Security Time series analysis and Ensemble modelling Segregating legitimate and lousy URLs Knocking down captchas Using Data Science to catch email frauds and spams Efficient Network Anomaly detection using K Means Decision Tree and context based malicious event detection Catching impersonators and hackers red handed Change the game with Tensorflow Financial frauds and how deep learning can mitigate them Practical Case Studies in Cyber Security

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Author Information

Soma Halder is the data science lead of the big data analytics group at Reliance Jio Infocomm Ltd, one of India's largest telecom companies. She specializes in analytics, big data, cybersecurity, and machine learning. She has approximately 10 years of machine learning experience, especially in the field of cybersecurity. She studied at the University of Alabama, Birmingham where she did her master's with an emphasis on Knowledge discovery and Data Mining and computer forensics. She has worked for Visa, Salesforce, and AT&T. She has also worked for start-ups, both in India and the US (E8 Security, Headway ai, and Norah ai). She has several conference publications to her name in the field of cybersecurity, machine learning, and deep learning. Sinan Ozdemir is a data scientist, start-up founder, and educator living in the San Francisco Bay Area. He studied pure mathematics at the Johns Hopkins University. He then spent several years conducting lectures on data science there, before founding his own start-up, Kylie ai, which uses artificial intelligence to clone brand personalities and automate customer service communications. He is also the author of Principles of Data Science, available through Packt.

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