Machine learning approaches in cyber security analytics. (2020)
- Record Type:
- Book
- Title:
- Machine learning approaches in cyber security analytics. (2020)
- Main Title:
- Machine learning approaches in cyber security analytics
- Further Information:
- Note: Tony Thomas, Athira P. Vijayaraghavan, Sabu Emmanuel.
- Authors:
- Thomas, Tony
Vijayaraghavan, Athira P
Emmanuel, Sabu - Contents:
- Introduction -- Introduction to machine learning -- Machine learning and cybersecurity -- Support vector machines and malware detection -- Clustering and malware classification -- Nearest neighbor and fingerprint classification -- Dimensionality reduction and face recognition -- Neural networks and face recognition -- Applications of decision trees -- Adversarial machine learning in cybersecurity.
- Publisher Details:
- Singapore : Springer
- Publication Date:
- 2020
- Copyright Date:
- 2020
- Extent:
- 1 online resource (xi, 209 pages), illustrations
- Subjects:
- 005.8
Computer security
Machine learning - Languages:
- English
- ISBNs:
- 9789811517068
9811517061 - Related ISBNs:
- 9789811517051
9811517053 - Notes:
- Note: Includes bibliographical references and index.
Note: Description based on online resource (SpringerLink, viewed February 19, 2020). - 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.480154
- Ingest File:
- 03_030.xml