Improved trustworthiness judgment in open networks
| Title | Improved trustworthiness judgment in open networks |
| Publication Type | Conference Paper |
| Year of Publication | 2017 |
| Authors | You, J., Shangguan, J., Sun, Y., Wang, Y. |
| Conference Name | 2017 International Smart Cities Conference (ISC2) |
| Date Published | sep |
| ISBN Number | 978-1-5386-2524-8 |
| Keywords | Collaboration, Collaborative recommendation, collaborative recommendation mechanism, composability, Computational modeling, cyber physical systems, decision making, interactive success rate, open networks, open systems, Peer-to-peer computing, pubcrawl, recommender systems, reliability, Resiliency, security of data, Software, statistical analysis, statistical trust value, trust data, trust model, Trusted Computing, trustworthiness judgment, Trustworthy Systems, Uncertainty, uncertainty analysis, Wireless sensor networks |
| Abstract | The collaborative recommendation mechanism is beneficial for the subject in an open network to find efficiently enough referrers who directly interacted with the object and obtain their trust data. The uncertainty analysis to the collected trust data selects the reliable trust data of trustworthy referrers, and then calculates the statistical trust value on certain reliability for any object. After that the subject can judge its trustworthiness and further make a decision about interaction based on the given threshold. The feasibility of this method is verified by three experiments which are designed to validate the model's ability to fight against malicious service, the exaggeration and slander attack. The interactive success rate is significantly improved by using the new model, and the malicious entities are distinguished more effectively than the comparative model. |
| URL | http://ieeexplore.ieee.org/document/8090846/ |
| DOI | 10.1109/ISC2.2017.8090846 |
| Citation Key | you_improved_2017 |
- Reliability
- wireless sensor networks
- uncertainty analysis
- uncertainty
- Trustworthy Systems
- trustworthiness judgment
- Trusted Computing
- trust model
- trust data
- statistical trust value
- statistical analysis
- Software
- security of data
- Resiliency
- collaboration
- recommender systems
- pubcrawl
- Peer-to-peer computing
- open systems
- open networks
- interactive success rate
- Decision Making
- cyber physical systems
- Computational modeling
- composability
- collaborative recommendation mechanism
- Collaborative recommendation