Comparing trust mechanisms for monitoring aggregator nodes in sensor networks
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Summary
This work proposes a novel combination of statistical testing techniques and existing reputation management and reinforcement learning schemes to manage the reputation of a parent node and compared the effectiveness of these alternative designs in detecting different types of malicious behavior in sensor networks.
- Type
- article
- Published
- 2009-05-10
- Cited by
- 21
- References
- 23
- OpenAlex
- https://openalex.org/W53863632
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:6401910
Keywords
Reputation, Computer science, Node (physics), Hierarchy, Wireless sensor network
References
- An Energy-Efficient, Multi-Agent Sensor Network for Detecting Diffuse Events
- The Beta Reputation System
- Supporting spatial aggregation in sensor network databases
- AIDA: Adaptive application-independent data aggregation in wireless sensor networks
- SIA: Secure information aggregation in sensor networks
- Next century challenges: scalable coordination in sensor networks
- TinyPK: securing sensor networks with public key technology
- SDAP: a secure hop-by-Hop data aggregation protocol for sensor networks
- Random key predistribution schemes for sensor networks
- Robust computation of aggregates in wireless sensor networks: distributed randomized algorithms and analysis
- Unleashing public-key cryptography in wireless sensor networks
- Dynamic Hierarchical Distributed Intrusion Detection System Based on Multi-Agent System
- Secure aggregation for wireless networks
- Impact of network density on data aggregation in wireless sensor networks
- Cache-and-query for wide area sensor databases
- SPINS: Security Protocols for Sensor Networks
- Multi-agent Reinforcement Learning for Intrusion Detection
- Applied Statistics and Probability for Engineers
- SPINS: Security Protocols for Sensor Networks
- Detecting Malicious Sensor Nodes from Learned data Patterns
Cited by
- Building Robust Crowdsourcing Systems with Reputation-aware Decision Support Techniques
- Comprehensive trust management
- A probabilistic model for trust and reputation
- Trust method for multi-agent consensus
- Consensus-Based Service Selection Using Crowdsourcing Under Fuzzy Preferences of Users
- Improving Resilience Against Node Capture Attacks in Wireless Sensor Networks Using ICmetrics
- Power-aware agent-solution for information communication in WSN
- A Probabilistic Approach for Maintaining Trust Based on Evidence
- A trust management architecture for hierarchical wireless sensor networks
- Self-Adaptive Trust Based ABR Protocol for MANETs Using Q-Learning
- Application of reinforcement learning for security enhancement in cognitive radio networks
- A Dynamic Trust Establishment and Management Framework for Wireless Sensor Networks
- Situation-aware trust management in multi-agent systems
- Comprehensive Trust Management (Extended Abstract)
- Trust-based Incentive Mechanisms for Community-based Multiagent Systems
- A Security-Enhanced Cluster Size Adjustment Scheme for Cognitive Radio Networks
- Trust-Based Intelligent Routing Protocol with Q-Learning for Mission-Critical Wireless Sensor Networks
- Design Guidelines on Trust Management for Underwater Wireless Sensor Networks
- Trust-based cooperative games and control strategies for autonomous military convoys
- Faulty node detection in Wireless Sensor Networks
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- RDAS: Reputation-Based Resilient Data Aggregation in Sensor Network