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Therefore, in this paper, an IoV-based trust management heuristic has been envisaged that takes into account both direct trust and indirect trust to ascertain the behaviors of the vehicles vis-\u00e0-vis time in a bid to detect various trust-based attacks, i.e., zig-zag attacks, self-promoting attacks, on-off attacks, and opportunistic attacks, along with the attackers\u2019 multiple attacking strategies. The experimental findings further demonstrate that the envisaged IoV-based trust management heuristic exhibits prompt and accurate detection of the trust-based attacks in contrast to the state-of-the-art trust management mechanisms.<\/jats:p>","DOI":"10.1007\/s44443-025-00037-y","type":"journal-article","created":{"date-parts":[[2025,5,20]],"date-time":"2025-05-20T11:04:48Z","timestamp":1747739088000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Towards distinguishing trust based attacks in an IoV network"],"prefix":"10.1007","volume":"37","author":[{"given":"Yingxun","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adnan","family":"Mahmood","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohamad Faizrizwan","family":"Mohd Sabri","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hushairi","family":"Zen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,5,20]]},"reference":[{"key":"37_CR1","doi-asserted-by":"crossref","unstructured":"Tripathi KN, Yadav AM, Nagar S, Sharma SC (2023) ReTrust: Reliability and Recommendation Trust-based Scheme for Secure Data Sharing Among Internet of Vehicles (IoV). 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