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LAP Lambert Academic Publishing
Intrusion Detection System
Product Code:
9786207646845
ISBN13:
9786207646845
Condition:
New
$66.00
$65.28
Sale 1%
Intrusion Detection System
$66.00
$65.28
Sale 1%
Software-Defined Networks (SDN) offer enhanced network management and control, but also introduce new security vulnerabilities. This book presents a comprehensive approach for intrusion detection in SDN environments, combining Elliptic Curve Cryptography (ECC) for secure data transmission with a hybrid machine learning model for accurate attack classification. The system utilizes the Curve25519-Dalek-Hash (CDH) key exchange protocol to encrypt sensitive network data, ensuring confidentiality and integrity. A hybrid model integrating XG Boost and Light GBM algorithms is employed for efficient and accurate attack detection. The proposed system is evaluated on a real-world SDN dataset, demonstrating high accuracy and efficiency in identifying malicious activities.
| Author: Kanimozhi D |
| Publisher: LAP Lambert Academic Publishing |
| Publication Date: Sep 26, 2024 |
| Number of Pages: 92 pages |
| Binding: Paperback or Softback |
| ISBN-10: 6207646843 |
| ISBN-13: 9786207646845 |
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