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Machine Learning for Cybersecurity: Threat Detection and Mitigation

Machine Learning for Cybersecurity: Threat Detection and Mitigation

Hardcover

General Mathematics

ISBN10: 372582794X
ISBN13: 9783725827947
Publisher: Mdpi AG
Published: Dec 12 2024
Pages: 318
Weight: 1.99
Height: 0.94 Width: 6.69 Depth: 9.61
Language: English

Machine Learning for Cybersecurity: Threat Detection and Mitigation delves into the transformative role of machine learning in addressing contemporary cybersecurity challenges. This reprint provides an in-depth exploration of how advanced techniques such as deep learning, natural language processing, and explainable AI are revolutionizing intrusion detection, anomaly detection, and threat intelligence. With a focus on practical applications, it covers critical topics such as malware analysis, IoT and cloud security, blockchain security, adversarial attacks, and secure data sharing. Through this reprint, readers will gain insights into cutting-edge approaches for vulnerability assessments, authentication, and privacy preservation while exploring frameworks for implementing security-aware AI systems.

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