Phishing Detection Using Content-Based Image Classification

Phishing Detection Using Content-Based Image Classification is an invaluable resource for any deep learning and cybersecurity professional...
€159,33 EUR
€159,33 EUR
SKU: 9781032108537
Product Type: Books
Please hurry! Only 252 left in stock
Author: Shekhar Khandelwal
Format: Hardcover
Language: English
Subtotal: €159,33
Phishing Detection Using Content-Based Image Classification by Khandelwal, Shekhar

Phishing Detection Using Content-Based Image Classification

€159,33

Phishing Detection Using Content-Based Image Classification

€159,33
Author: Shekhar Khandelwal
Format: Hardcover
Language: English

Phishing Detection Using Content-Based Image Classification is an invaluable resource for any deep learning and cybersecurity professional and scholar trying to solve various cybersecurity tasks using new age technologies like Deep Learning and Computer Vision. With various rule-based phishing detection techniques at play which can be bypassed by phishers, this book provides a step-by-step approach to solve this problem using Computer Vision and Deep Learning techniques with significant accuracy.

The book offers comprehensive coverage of the most essential topics, including:

  • Programmatically reading and manipulating image data
  • Extracting relevant features from images
  • Building statistical models using image features
  • Using state-of-the-art Deep Learning models for feature extraction
  • Build a robust phishing detection tool even with less data
  • Dimensionality reduction techniques
  • Class imbalance treatment
  • Feature Fusion techniques
  • Building performance metrics for multi-class classification task

Another unique aspect of this book is it comes with a completely reproducible code base developed by the author and shared via python notebooks for quick launch and running capabilities. They can be leveraged for further enhancing the provided models using new advancement in the field of computer vision and more advanced algorithms.

Author: Shekhar Khandelwal, Rik Das
Publisher: CRC Press
Published: 06/02/2022
Pages: 130
Binding Type: Hardcover
Weight: 0.67lbs
Size: 8.50h x 5.50w x 0.38d
ISBN: 9781032108537

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