Iqra Nawaz, Munam Ali Shah, Abid Khan, Seunggil Jeon
{"title":"利用具有物理不可克隆功能的 ECC 实现保护隐私的 V2I 通信和安全认证","authors":"Iqra Nawaz, Munam Ali Shah, Abid Khan, Seunggil Jeon","doi":"10.1007/s11276-024-03651-2","DOIUrl":null,"url":null,"abstract":"<p>In recent years, service provided based on the location has brought a tremendous change in our lives. However, one of the biggest challenges is to preserve users’ privacy which upon leakage could have disastrous consequences. Privacy preservation has gained remarkable consideration as a notable number of users have started being conscious about privacy protection. Most solutions that have been developed in such a distributed scenario need a third party for data anonymization. In a system of public data sharing, one of the most popular and useful anonymization techniques is local differential privacy (LDP). Without requiring a third party to perturb the data, LDP allows users to perturb their data locally and individually, resulting in stronger privacy guarantees. Based on this principle the proposed system provides anonymity and integrity during communication and independent key generation by using secure authentication mechanism i.e., Physical Unclonable Function (PUF) with elliptical curve cryptography and remove third party dependency for data anonymization by using LDP with Hadamard count mean sketch (HCMS) protocol. For scalability, and quantum secrecy IOTA ledger is used on top of LDP anonymization technique. Our experimental results show that using PUF with ECC for authentication can reduce the computational overhead and increase the secrecy of the communication, LDP with HCMS achieves high privacy while also showing the tradeoff between utility and privacy. Furthermore, the IOTA ledger provides more scalability than the existing technique. Hence, the privacy of an individual will be preserved without compromising accuracy while sharing information to the third party for using location-based services.</p>","PeriodicalId":23750,"journal":{"name":"Wireless Networks","volume":"21 1","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Privacy-preserving V2I communication and secure authentication using ECC with physical unclonable function\",\"authors\":\"Iqra Nawaz, Munam Ali Shah, Abid Khan, Seunggil Jeon\",\"doi\":\"10.1007/s11276-024-03651-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>In recent years, service provided based on the location has brought a tremendous change in our lives. However, one of the biggest challenges is to preserve users’ privacy which upon leakage could have disastrous consequences. Privacy preservation has gained remarkable consideration as a notable number of users have started being conscious about privacy protection. Most solutions that have been developed in such a distributed scenario need a third party for data anonymization. In a system of public data sharing, one of the most popular and useful anonymization techniques is local differential privacy (LDP). Without requiring a third party to perturb the data, LDP allows users to perturb their data locally and individually, resulting in stronger privacy guarantees. Based on this principle the proposed system provides anonymity and integrity during communication and independent key generation by using secure authentication mechanism i.e., Physical Unclonable Function (PUF) with elliptical curve cryptography and remove third party dependency for data anonymization by using LDP with Hadamard count mean sketch (HCMS) protocol. For scalability, and quantum secrecy IOTA ledger is used on top of LDP anonymization technique. Our experimental results show that using PUF with ECC for authentication can reduce the computational overhead and increase the secrecy of the communication, LDP with HCMS achieves high privacy while also showing the tradeoff between utility and privacy. Furthermore, the IOTA ledger provides more scalability than the existing technique. Hence, the privacy of an individual will be preserved without compromising accuracy while sharing information to the third party for using location-based services.</p>\",\"PeriodicalId\":23750,\"journal\":{\"name\":\"Wireless Networks\",\"volume\":\"21 1\",\"pages\":\"\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2024-03-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Wireless Networks\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1007/s11276-024-03651-2\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Wireless Networks","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1007/s11276-024-03651-2","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Privacy-preserving V2I communication and secure authentication using ECC with physical unclonable function
In recent years, service provided based on the location has brought a tremendous change in our lives. However, one of the biggest challenges is to preserve users’ privacy which upon leakage could have disastrous consequences. Privacy preservation has gained remarkable consideration as a notable number of users have started being conscious about privacy protection. Most solutions that have been developed in such a distributed scenario need a third party for data anonymization. In a system of public data sharing, one of the most popular and useful anonymization techniques is local differential privacy (LDP). Without requiring a third party to perturb the data, LDP allows users to perturb their data locally and individually, resulting in stronger privacy guarantees. Based on this principle the proposed system provides anonymity and integrity during communication and independent key generation by using secure authentication mechanism i.e., Physical Unclonable Function (PUF) with elliptical curve cryptography and remove third party dependency for data anonymization by using LDP with Hadamard count mean sketch (HCMS) protocol. For scalability, and quantum secrecy IOTA ledger is used on top of LDP anonymization technique. Our experimental results show that using PUF with ECC for authentication can reduce the computational overhead and increase the secrecy of the communication, LDP with HCMS achieves high privacy while also showing the tradeoff between utility and privacy. Furthermore, the IOTA ledger provides more scalability than the existing technique. Hence, the privacy of an individual will be preserved without compromising accuracy while sharing information to the third party for using location-based services.
期刊介绍:
The wireless communication revolution is bringing fundamental changes to data networking, telecommunication, and is making integrated networks a reality. By freeing the user from the cord, personal communications networks, wireless LAN''s, mobile radio networks and cellular systems, harbor the promise of fully distributed mobile computing and communications, any time, anywhere.
Focusing on the networking and user aspects of the field, Wireless Networks provides a global forum for archival value contributions documenting these fast growing areas of interest. The journal publishes refereed articles dealing with research, experience and management issues of wireless networks. Its aim is to allow the reader to benefit from experience, problems and solutions described.