Intelligent network management and control : intelligent security, multi-criteria optimization, cloud computing, Internet of Vehicles, intelligent radio / coordinated by Badr Benmammar.
Contributor(s): Benmammar, Badr
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Material type: 
BookPublisher: London : Hoboken : ISTE, Ltd. ; Wiley, 2021Description: 1 online resource (298 p.).ISBN: 9781119817840; 1119817846; 9781119817833; 1119817838.Subject(s): Computer networks -- Security measures | Artificial intelligence | Internet of things | Artificial intelligence | Computer networks -- Security measures | Internet of thingsGenre/Form: Electronic books.Additional physical formats: Print version:: Intelligent Network Management and ControlDDC classification: 005.8 Online resources: Wiley Online Library Description based upon print version of record.
Cover -- Half-Title Page -- Title Page -- Copyright Page -- Contents -- Introduction -- PART 1: AI and Network Security -- 1 Intelligent Security of Computer Networks -- 1.1. Introduction -- 1.2. AI in the service of cybersecurity -- 1.3. AI applied to intrusion detection -- 1.3.1. Techniques based on decision trees -- 1.3.2. Techniques based on data exploration -- 1.3.3. Rule-based techniques -- 1.3.4. Machine learning-based techniques -- 1.3.5. Clustering techniques -- 1.3.6. Hybrid techniques -- 1.4. AI misuse -- 1.4.1. Extension of existing threats -- 1.4.2. Introduction of new threats
1.4.3. Modification of the typical threat character -- 1.5. Conclusion -- 1.6. References -- 2 An Intelligent Control Plane for Security Services Deployment in SDN-based Networks -- 2.1. Introduction -- 2.2. Software-defined networking -- 2.2.1. General architecture -- 2.2.2. Logical distribution of SDN control -- 2.3. Security in SDN-based networks -- 2.3.1. Attack surfaces -- 2.3.2. Example of security services deployment in SDN-based networks: IPSec service -- 2.4. Intelligence in SDN-based networks -- 2.4.1. Knowledge plane -- 2.4.2. Knowledge-defined networking
2.4.3. Intelligence-defined networks -- 2.5. AI contribution to security -- 2.5.1. ML techniques -- 2.5.2. Contribution of AI to security service: intrusion detection -- 2.6. AI contribution to security in SDN-based networks -- 2.7. Deployment of an intrusion prevention service -- 2.7.1. Attack signature learning as cloud service -- 2.7.2. Deployment of an intrusion prevention service in SDN-based networks -- 2.8. Stakes -- 2.9. Conclusion -- 2.10. References -- PART 2: AI and Network Optimization -- 3 Network Optimization using Artificial Intelligence Techniques -- 3.1. Introduction
3.2. Artificial intelligence -- 3.2.1. Definition -- 3.2.2. AI techniques -- 3.3. Network optimization -- 3.3.1. AI and optimization of network performances -- 3.3.2. AI and QoS optimization -- 3.3.3. AI and security -- 3.3.4. AI and energy consumption -- 3.4. Network application of AI -- 3.4.1. ESs and networks -- 3.4.2. CBR and telecommunications networks -- 3.4.3. Automated learning and telecommunications networks -- 3.4.4. Big data and telecommunications networks -- 3.4.5. MASs and telecommunications networks -- 3.4.6. IoT and networks -- 3.5. Conclusion -- 3.6. References
4 Multicriteria Optimization Methods for Network Selection in a Heterogeneous Environment -- 4.1. Introduction -- 4.2. Multicriteria optimization and network selection -- 4.2.1. Network selection process -- 4.2.2. Multicriteria optimization methods for network selection -- 4.3. "Modified-SAW" for network selection in a heterogeneous environment -- 4.3.1. "Modified-SAW" proposed method -- 4.3.2. Performance evaluation -- 4.4. Conclusion -- 4.5. References -- PART 3: AI and the Cloud Approach -- 5 Selection of Cloud Computing Services: Contribution of Intelligent Methods -- 5.1. Introduction
5.2. Scientific and technical prerequisites.
Includes bibliographical references and index.
Wiley Frontlist Obook All English 2021
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