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Improving internet of vehicles research: A systematic preprocessing framework for the VeReMi dataset.

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第一作者： Aparup,Roy

第一单位： Bachelor of Science (B.S.) in Data Science and Applications (Pursuing), Indian Institute of Technology Madras, BS Degree Office, 3rd Floor, ICSR Building, IIT Madras, Chennai 600036, India.

作者： Aparup,Roy ^[1] ; Debotosh,Bhattacharjee ^[2] ; Ondrej,Krejcar ^[3]

作者单位： Bachelor of Science (B.S.) in Data Science and Applications (Pursuing), Indian Institute of Technology Madras, BS Degree Office, 3rd Floor, ICSR Building, IIT Madras, Chennai 600036, India. ^[1] Department of Computer Science & Engineering, Jadavpur University, 188, Raja S.C. Mallick Rd, Kolkata 700032, West Bengal, India.;Center for Basic and Applied Science, Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove 50003, Czech Republic. ^[2] Center for Basic and Applied Science, Faculty of Informatics and Management, University of Hradec Kralove, Rokitanskeho 62, Hradec Kralove 50003, Czech Republic.;Research Center, Skoda Auto University, Na Karmeli 1457, 293 01 Mlada Boleslav, Czech Republic. ^[3]

关键词 Anomaly detection Cybersecurity Data preprocessing Dataset optimization Intelligent transportation systems (ITS)Internet of vehicles (IoV)Intrusion detection systems (IDS)Machine learning (ML)Network security Vehicular reference misbehavior dataset (VeReMi)

DOI 10.1016/j.dib.2025.111599

PMID 40475077

发布时间 2025-06-07

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