Machine learning for computer and cyber security : principles, algorithms, and practices /

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 net...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Gupta, Brij, 1982- (Editor ), Sheng, Quan Z. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, Taylor & Francis Group, [2019]
Temas:
Computer networks > Security measures > Data processing.
Computer security > Data processing.
Machine learning.
Artificial intelligence.
Artificial Intelligence
Machine Learning
Réseaux d'ordinateurs > Sécurité > Mesures > Informatique.
Sécurité informatique > Informatique.
Apprentissage automatique.
Intelligence artificielle.
artificial intelligence.
COMPUTERS > General.
COMPUTERS > Database Management > Data Mining.
COMPUTERS > Machine Theory.
MATHEMATICS > Arithmetic.
Artificial intelligence
Machine learning
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. A Deep Learning-based System for Network Cyber Threat Detection
  • 2. Machine Learning for Phishing Detection and Mitigation
  • 3. Next Generation Adaptable Opportunistic Sensing-based Wireless Sensor Networks: A Machine Learning Perspective
  • 4. A Bio-inspired Approach to Cyber Security
  • 5. Applications of a Model to Evaluate and Utilize Users' Interactions in Online Social Networks
  • 6. A Deep-dive on Machine Learning for Cyber Security Use Cases
  • 7. A Prototype Method to Discover Malwares in Android-based Smartphones through System Calls
  • 8. Metaheuristic Algorithms-based Feature Selection Approach for Intrusion Detection
  • 9. A Taxonomy of Bitcoin Security Issues and Defense Mechanisms
  • 10. Early Detection and Prediction of Lung Cancer using Machine-learning Algorithms Applied on a Secure Healthcare Data-system Architecture
  • 11. Preventing Black Hole Attack in AODV Routing Protocol using Dynamic Trust Handshake-based Malicious Behavior Detection
  • 12. Detecting Controller Interlock-based Tax Evasion Groups in a Corporate Governance Network
  • 13. Defending Web Applications against JavaScript Worms on Core Network of Cloud Platforms
  • 14. Importance of Providing Incentives and Economic Solutions in IT Security
  • 15. Teaching Johnny to Thwart Phishing Attacks: Incorporating the Role of Self-efficacy into a Game Application

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