Evaluating the Effectiveness of IoT-Based Intrusion Detection Systems in Modern Infrastructure

1. Introduction 1.1 Background and Motivation 1.2 Research Objectives 1.3 Structure of the Study 2. Internet of Things (IoT) Concept 2.1 Definition and Scope 2.2 Key Technologies in IoT 2.3 IoT Applications in Infrastructure 3. Intrusion Detection Systems (IDS) 3.1 Overview of IDS 3.2 Types of Intrusion Detection Systems 3.3 Importance of IDS in Security 4. IoT-Based IDS 4.1 Architecture of IoT-Based IDS 4.2 Advantages over Traditional IDS 4.3 Challenges in Implementation 5. Evaluation Criteria for IDS 5.1 Performance Metrics 5.2 Accuracy and Efficiency 5.3 Scalability Considerations 6. Case Studies in Modern Infrastructure 6.1 Smart Cities and IoT Security 6.2 Industrial IoT Application 6.3 Healthcare Systems and IDS 7. Analysis of Effectiveness 7.1 Comparative Analysis 7.2 Cost-Benefit Analysis 7.3 Real-World Examples 8. Conclusion and Future Work 8.1 Summary of Findings 8.2 Recommendations for Improvement 8.3 Directions for Future Research