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Areas Commun."},{"key":"ref18","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1016\/B978-0-12-805395-9.00016-2","article-title":"Chapter 16\u2014Internet of Vehicles and applications","volume-title":"Internet of Things","author":"Wu","year":"2016"},{"issue":"3","key":"ref19","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1109\/JAS.2021.1003862","article-title":"Computing paradigms in emerging vehicular environments: A review","volume":"8","author":"Silva","year":"2021","journal-title":"IEEE\/CAA J. 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Eng."},{"key":"ref25","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-36167-9","article-title":"Connected vehicles in the Internet of Things","volume-title":"Concepts, Technologies and Frameworks for the IoV: Concepts, Technologies and Frameworks for the IoV","author":"Mahmood","year":"2020"},{"key":"ref26","first-page":"789","article-title":"Chapter 7\u2014Vehicle-to-everything (V2X) communications","volume-title":"Architecture, Technologies Implementation, Operation of 3GPP New Radio Standards","author":"Ahmadi","year":"2019"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.trf.2020.09.019","article-title":"Exploring expert perceptions about the cyber security and privacy of connected and autonomous vehicles: A thematic analysis approach","volume":"75","author":"Liu","year":"2020","journal-title":"Transp. Res. F Traffic Psychol. 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Surveys Tuts."},{"issue":"18","key":"ref71","doi-asserted-by":"crossref","first-page":"6792","DOI":"10.3390\/s22186792","article-title":"Security analysis and improvement of vehicle Ethernet SOME\/IP protocol","volume":"22","author":"Du","year":"2022","journal-title":"Sensors"},{"key":"ref72","first-page":"12","article-title":"Risk analysis of CAN bus and Ethernet communication security for intelligent connected vehicles","volume-title":"Proc. IEEE Int. Conf. Artif. Intell. Ind. Design (AIID)","author":"Zhang"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/2502524.2502546"},{"key":"ref74","first-page":"1","article-title":"A survey on wireless security protocols (WEP, WPA and WPA2\/802.11i)","volume-title":"Proc. 2nd IEEE Int. Conf. Comput. Sci. Inf. 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(ICCE)","author":"Alheeti"},{"key":"ref78","volume-title":"A brief survey on autonomous vehicle possible attacks, exploits and vulnerabilities","author":"Kumar","year":"2018"},{"key":"ref79","volume-title":"UN Regulation no. 155\u2014Cyber Security and Cyber Security Management System","year":"2021"},{"key":"ref80","volume-title":"Three Landmark UN Vehicle Regulations Enter Into Force","year":"2021"},{"key":"ref81","first-page":"1","article-title":"Considerations for cyber security implementation in autonomous vehicle systems","volume-title":"Proc. 21st Int. Conf. Control Autom. Syst. (ICCAS)","author":"Lee"},{"key":"ref82","volume-title":"White paper: UNECE cybersecurity regulation (R155)","author":"Venter","year":"2022"},{"key":"ref83","volume-title":"Introducing Polarion\u2019s support for ISO 21434 and UN R155","author":"Heyers","year":"2021"},{"key":"ref84","volume-title":"New Cyber Security and Software Update Rules in the Automotive Industry in 2022","author":"Polly","year":"2022"},{"key":"ref85","volume-title":"16.157 United Nations regulation no. 157. uniform provisions concerning the approval of vehicles with regard to automated lane keeping systems","year":"2020"},{"key":"ref86","volume-title":"Introducing CAN XL into CAN networks","author":"Hartwich","year":"2020"},{"key":"ref87","volume-title":"CAN XL error detection capabilities","author":"Mutter","year":"2020"},{"key":"ref88","volume-title":"CRC error detection for CAN XL","author":"Senger","year":"2020"},{"key":"ref89","volume-title":"Downgrade attack","year":"2023"},{"issue":"3","key":"ref90","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1109\/TITS.2019.2908074","article-title":"A survey of intrusion detection for in-vehicle networks","volume":"21","author":"Wu","year":"2020","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-4847-0_47"},{"key":"ref92","first-page":"1","article-title":"Intrusion prevention system of automotive network CAN bus","volume-title":"Proc. IEEE Int. Carnahan Conf. Security Technol. (ICCST)","author":"Abbott-McCune"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1145\/3338499.3357360"},{"key":"ref94","doi-asserted-by":"crossref","first-page":"166855","DOI":"10.1109\/ACCESS.2021.3136147","article-title":"An efficient intrusion prevention system for CAN: Hindering cyber-attacks with a low-cost platform","volume":"9","author":"Araujo-Filho","year":"2021","journal-title":"IEEE Access"},{"key":"ref95","first-page":"4","article-title":"Security aspects of inter-vehicle communications","volume-title":"Proc. 5th Swiss Transp. Res. Conf. (STRC)","author":"Raya"},{"issue":"1","key":"ref96","doi-asserted-by":"crossref","first-page":"39","DOI":"10.3233\/JCS-2007-15103","article-title":"Securing vehicular ad hoc networks","volume":"15","author":"Raya","year":"2007","journal-title":"J. Comput. Security"},{"key":"ref97","first-page":"13","article-title":"VeCure: A practical security framework to protect the CAN bus of vehicles","volume-title":"Proc. Int. Conf. Internet Things (IOT)","author":"Wang"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35404-5_15"},{"key":"ref99","first-page":"1","article-title":"Security authentication system for in-vehicle network","volume":"81","author":"Ueda","year":"2015","journal-title":"Sei Tech. Rev."},{"key":"ref100","first-page":"1229","article-title":"ECPP: Efficient conditional privacy preservation protocol for secure vehicular communications","volume-title":"Proc. The 27th Conf. Comput. Commun.","author":"Lu"},{"key":"ref101","first-page":"393","article-title":"Security issues and challenges of vehicular ad hoc networks (VANET)","volume-title":"Proc. 4th Int. Conf. New Trends Inf. Sci. Service Sci.","author":"Samara"},{"key":"ref102","doi-asserted-by":"crossref","DOI":"10.4271\/2017-01-1612","volume-title":"CAN Crypto FPGA Chip to Secure Data Transmitted Through CAN FD Bus Using AES-128 and SHA-1 Algorithms With a Symmetric Key","author":"Doan","year":"2017"},{"key":"ref103","first-page":"1264","article-title":"Secure communication over CANBus","volume-title":"Proc. IEEE 60th Int. Midwest Symp. Circuits Syst. (MWSCAS)","author":"Siddiqui"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1007\/s12198-020-00208-0"},{"key":"ref105","first-page":"1","article-title":"An approach to using honeypots in in-vehicle networks","volume-title":"Proc. IEEE 68th Veh. Technol. Conf.","author":"Verendel"},{"key":"ref106","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-28428-1","article-title":"Embedded security in cars","volume-title":"Securing Current and Future Automotive IT Applications","author":"Lemke","year":"2006"},{"key":"ref107","doi-asserted-by":"crossref","first-page":"101809","DOI":"10.1109\/ACCESS.2021.3097146","article-title":"Context-aware security for vehicles and fleets: A survey","volume":"9","author":"Grimm","year":"2021","journal-title":"IEEE Access"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31912-9_20"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-44766-7_5"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2010.06.026"},{"key":"ref111","doi-asserted-by":"crossref","first-page":"159119","DOI":"10.1109\/ACCESS.2019.2950805","article-title":"Hybrid and multifaceted context-aware misbehavior detection model for vehicular ad hoc network","volume":"7","author":"Ghaleb","year":"2019","journal-title":"IEEE Access"},{"issue":"7","key":"ref112","doi-asserted-by":"crossref","first-page":"1072","DOI":"10.3390\/electronics11071072","article-title":"Demystifying invehicle intrusion detection systems: A survey of surveys and a meta-taxonomy","volume":"11","author":"Karopoulos","year":"2022","journal-title":"Electronics"},{"issue":"1","key":"ref113","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1109\/COMST.2018.2873088","article-title":"Survey on misbehavior detection in cooperative intelligent transportation systems","volume":"21","author":"van der Heijden","year":"2018","journal-title":"IEEE Commun. Surveys Tuts."},{"issue":"7","key":"ref114","doi-asserted-by":"crossref","first-page":"1177","DOI":"10.3390\/electronics9071177","article-title":"A review of intrusion detection systems using machine and deep learning in Internet of Things: Challenges, solutions and future directions","volume":"9","author":"Asharf","year":"2020","journal-title":"Electronics"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1145\/3331052.3332476"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-12786-2_6"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1145\/3570954"},{"issue":"1","key":"ref118","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1109\/MCE.2021.3137790","article-title":"AI-based intrusion detection for intelligence Internet of Vehicles","volume":"12","author":"Man","year":"2023","journal-title":"IEEE Consum. Electron. Mag."},{"key":"ref119","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1016\/B978-0-323-90592-3.00004-5","article-title":"Chapter 4\u2014Applications of blockchain in automated heavy vehicles: Yesterday, today, and tomorrow","author":"Sharma","year":"2022","journal-title":"Intell. Data-Centric Syst., Auton. Connected Heavy Vehicle Technol."},{"key":"ref120","first-page":"220","article-title":"An approach to specification-based attack detection for in-vehicle networks","volume-title":"Proc. IEEE Intell. Veh. Symp.","author":"Larson"},{"key":"ref121","first-page":"1110","article-title":"Entropy-based anomaly detection for in-vehicle networks","volume-title":"Proc. IEEE Intell. Veh. Symp. (IV)","author":"M\u00fcter"},{"issue":"10","key":"ref122","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1109\/CC.2016.7733050","article-title":"A practical intrusion detection system for Internet of Vehicles","volume":"13","author":"Fu","year":"2016","journal-title":"China Commun."},{"key":"ref123","first-page":"176","article-title":"An intrusion detection method for securing in-vehicle CAN bus","volume-title":"Proc. 17th Int. Conf. Sci. Techn. Autom. Control Comput. Eng. (STA)","author":"Gmiden"},{"key":"ref124","first-page":"63","article-title":"Intrusion detection system based on the analysis of time intervals of CAN messages for in-vehicle network","volume-title":"Proc. Int. Conf. Inf. Netw. (ICOIN)","author":"Song"},{"key":"ref125","first-page":"45","article-title":"Frequency-based anomaly detection for the automotive CAN bus","volume-title":"Proc. World Congr. Ind. Control Syst. Security (WCICSS)","author":"Taylor"},{"key":"ref126","first-page":"57","article-title":"OTIDS: A novel intrusion detection system for in-vehicle network by using remote frame","volume-title":"Proc. 15th Annu. Conf. Privacy Security Trust (PST)","author":"Lee"},{"key":"ref127","first-page":"1577","article-title":"Anomaly detection of CAN bus messages through analysis of ID sequences","volume-title":"Proc. IEEE Intell. Veh. Symp. (IV)","author":"Marchetti"},{"key":"ref128","first-page":"43","article-title":"Field classification, modeling and anomaly detection in unknown CAN bus networks","volume":"9","author":"Markovitz","year":"2017","journal-title":"Veh. Commun."},{"key":"ref129","first-page":"90","article-title":"An entropy analysis based intrusion detection system for controller area network in vehicles","volume-title":"Proc. 31st IEEE Int. Syst. Chip Conf. (SOCC)","author":"Wang"},{"key":"ref130","doi-asserted-by":"crossref","first-page":"45233","DOI":"10.1109\/ACCESS.2018.2865169","article-title":"Sliding window optimized information entropy analysis method for intrusion detection on in-vehicle networks","volume":"6","author":"Wu","year":"2018","journal-title":"IEEE Access"},{"key":"ref131","first-page":"799","article-title":"Protecting code injection attacks in intelligent transportation system","volume-title":"Proc. 18th IEEE Int. Conf. Trust Security Privacy Comput. Commun. 13th IEEE Int. Conf. Big Data Sci. Eng. (TrustCom\/BigDataSE)","author":"Alnabulsi"},{"issue":"3","key":"ref132","doi-asserted-by":"crossref","first-page":"1727","DOI":"10.1109\/TITS.2020.3025685","article-title":"Graph-based intrusion detection system for controller area networks","volume":"23","author":"Islam","year":"2022","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref133","doi-asserted-by":"crossref","first-page":"42422","DOI":"10.1109\/ACCESS.2020.2975893","article-title":"Normal and malicious sliding windows similarity analysis method for fast and accurate IDS against DoS attacks on in-vehicle networks","volume":"8","author":"Ohira","year":"2020","journal-title":"IEEE Access"},{"key":"ref134","doi-asserted-by":"crossref","first-page":"136243","DOI":"10.1109\/ACCESS.2021.3117038","article-title":"Anomaly detection in vehicular CAN bus using message identifier sequences","volume":"9","author":"D\u00f6nmez","year":"2021","journal-title":"IEEE Access"},{"key":"ref135","first-page":"1782","article-title":"IDS for CAN: A practical intrusion detection system for CAN bus security","volume-title":"Proc. IEEE Global Commun. Conf. (GLOBECOM)","author":"Lampe"},{"issue":"17","key":"ref136","doi-asserted-by":"crossref","first-page":"15593","DOI":"10.1109\/JIOT.2022.3151377","article-title":"ClockIDS: A real-time vehicle intrusion detection system based on clock skew","volume":"9","author":"Zhao","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"ref137","first-page":"450","article-title":"Segment detection algorithm: CAN bus intrusion detection based on bit constraint","volume-title":"Proc. IEEE 23rd Int. Symp. World Wireless Mobile Multimedia Netw. (WoWMoM)","author":"Zheng"},{"key":"ref138","volume-title":"CAN Bus Dataset Collected From a Heavy-Duty Truck","year":"2021"},{"key":"ref139","volume-title":"Internet users","year":"2022"},{"issue":"4","key":"ref140","doi-asserted-by":"crossref","first-page":"79","DOI":"10.4236\/wet.2018.94007","article-title":"Classification approach for intrusion detection in vehicle systems","volume":"9","author":"Alshammari","year":"2018","journal-title":"Wireless Eng. Technol."},{"key":"ref141","first-page":"1","article-title":"GIDS: GAN based intrusion detection system for in-vehicle network","volume-title":"Proc. 16th Annu. Conf. Privacy Security Trust (PST)","author":"Seo"},{"key":"ref142","first-page":"1","article-title":"Tree-based intelligent intrusion detection system in Internet of Vehicles","volume-title":"Proc. IEEE Global Commun. Conf. (GLOBECOM)","author":"Yang"},{"key":"ref143","volume-title":"Intrusion Detection Evaluation Dataset (CIC-IDS2017)","year":"2017"},{"issue":"16","key":"ref144","doi-asserted-by":"crossref","first-page":"12518","DOI":"10.1109\/JIOT.2020.3032935","article-title":"A cluster-based multidimensional approach for detecting attacks on connected vehicles","volume":"8","author":"D\u2019Angelo","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"ref145","first-page":"944","article-title":"Intrusion detection system for CAN bus in-vehicle network based on machine learning algorithms","volume-title":"Proc. IEEE 12th Annu. Ubiquitous Comput. Electron. Mobile Commun. Conf. (UEMCON)","author":"Alfardus"},{"key":"ref146","first-page":"279","article-title":"SVM-based detection of false data injection in intelligent transportation system","volume-title":"Proc. Int. Conf. Inf. Netw. (ICOIN)","author":"Cabelin"},{"issue":"1","key":"ref147","doi-asserted-by":"crossref","first-page":"616","DOI":"10.1109\/JIOT.2021.3084796","article-title":"MTH-IDS: A Multitiered hybrid intrusion detection system for Internet of Vehicles","volume":"9","author":"Yang","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"ref148","article-title":"Convolutional neural network-based intrusion detection system for AVTP streams in automotive Ethernet-based networks","volume":"29","author":"Jeong","year":"2021","journal-title":"Veh. Commun."},{"key":"ref149","volume-title":"Automotive Ethernet intrusion dataset","author":"Jeong","year":"2021"},{"key":"ref150","first-page":"1731","article-title":"Unsupervised network intrusion detection system for AVTP in automotive Ethernet networks","volume-title":"Proc. IEEE Intell. Veh. Symp. (IV)","author":"Alkhatib"},{"issue":"14","key":"ref151","doi-asserted-by":"crossref","first-page":"2180","DOI":"10.3390\/electronics11142180","article-title":"Using deep learning networks to identify cyber attacks on intrusion detection for in-vehicle networks","volume":"11","author":"Lin","year":"2022","journal-title":"Electronics"},{"key":"ref152","volume-title":"Vehicle Safety Communications Project Task 3 Final Report: Identify Intelligent Vehicle Safety Applications Enabled by DSRC","year":"2005"},{"key":"ref153","first-page":"508","article-title":"Visible light intervehicle communication for platooning of autonomous vehicles","volume-title":"Proc. IEEE Intell. Veh. Symp. (IV)","author":"Abualhoul"},{"issue":"4","key":"ref154","doi-asserted-by":"crossref","first-page":"1380","DOI":"10.1109\/TMC.2020.2965929","article-title":"Edgeenabled V2X service placement for intelligent transportation systems","volume":"20","author":"Moubayed","year":"2021","journal-title":"IEEE Trans. Mobile Comput."},{"key":"ref155","first-page":"438","article-title":"A multilayer perceptron-based distributed intrusion detection system for Internet of Vehicles","volume-title":"Proc. IEEE 4th Int. Conf. Collaboration Internet Comput. (CIC)","author":"Anzer"},{"key":"ref156","first-page":"1","article-title":"Workin- progress: Road context-aware intrusion detection system for autonomous cars","volume-title":"Proc. Int. Conf. Embedded Softw. (EMSOFT)","author":"Srivastava"},{"key":"ref157","first-page":"56","article-title":"Systematic intrusion detection technique for an in-vehicle network based on time-series feature extraction","volume-title":"Proc. IEEE 48th Int. Symp. Multiple Valued Logic (ISMVL)","author":"Suda"},{"key":"ref158","first-page":"1595","article-title":"An Internet of Vehicles intrusion detection system based on a convolutional neural network","volume-title":"Proc. IEEE Int. Conf. Parallel Distrib. Process. Appl. Big Data Cloud Comput. Sustain. Comput. Commun. Soc. Comput. Netw. (ISPA\/BDCloud\/SocialCom\/SustainCom)","author":"Peng"},{"issue":"7","key":"ref159","doi-asserted-by":"crossref","first-page":"4507","DOI":"10.1109\/TITS.2020.3017882","article-title":"Novel deep learning-enabled LSTM autoencoder architecture for discovering anomalous events from intelligent transportation systems","volume":"22","author":"Ashraf","year":"2021","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref160","first-page":"1","article-title":"ID sequence analysis for intrusion detection in the CAN bus using long short term memory networks","volume-title":"Proc. IEEE Int. Conf. Pervasive Comput. Commun. Workshops (PerCom Workshops)","author":"Desta"},{"key":"ref161","first-page":"1","article-title":"MLIDS: Handling raw high-dimensional CAN bus data using long short-term memory networks for intrusion detection in in-vehicle networks","volume-title":"Proc. 30th Int. Telecommun. Netw. Appl. Conf. (ITNAC)","author":"Desta"},{"key":"ref162","doi-asserted-by":"crossref","first-page":"58194","DOI":"10.1109\/ACCESS.2020.2982544","article-title":"CANet: An unsupervised intrusion detection system for high dimensional CAN bus data","volume":"8","author":"Hanselmann","year":"2020","journal-title":"IEEE Access"},{"key":"ref163","first-page":"1","article-title":"An effective in-vehicle CAN bus intrusion detection system using CNN deep learning approach","volume-title":"Proc. IEEE Global Commun. Conf. (GLOBECOM)","author":"Hossain"},{"key":"ref164","first-page":"10","article-title":"Long short-term memory-based intrusion detection system for invehicle controller area network bus","volume-title":"Proc. IEEE 44th Annu. Comput. Softw. Appl. Conf. (COMPSAC)","author":"Hossain"},{"key":"ref165","doi-asserted-by":"crossref","first-page":"185489","DOI":"10.1109\/ACCESS.2020.3029307","article-title":"LSTM-based intrusion detection system for in-vehicle can bus communications","volume":"8","author":"Hossain","year":"2020","journal-title":"IEEE Access"},{"issue":"2","key":"ref166","doi-asserted-by":"crossref","first-page":"1913","DOI":"10.1109\/TNSM.2020.3038991","article-title":"CANnolo: An anomaly detection system based on LSTM autoencoders for controller area network","volume":"18","author":"Longari","year":"2021","journal-title":"IEEE Trans. Netw. Service Manag."},{"issue":"4","key":"ref167","doi-asserted-by":"crossref","first-page":"2219","DOI":"10.1109\/TNSE.2020.2990984","article-title":"Data-driven intrusion detection for intelligent Internet of Vehicles: A deep convolutional neural network-based method","volume":"7","author":"Nie","year":"2020","journal-title":"IEEE Trans. Netw. Sci. Eng."},{"key":"ref168","first-page":"1","article-title":"Rapid, multi-vehicle and feed-forward neural network based intrusion detection system for controller area network bus","volume-title":"Proc. IEEE Green Energy Smart Syst. Conf. (IGESSC)","author":"Sami"},{"key":"ref169","article-title":"In-vehicle network intrusion detection using deep convolutional neural network","volume":"21","author":"Song","year":"2020","journal-title":"Veh. Commun."},{"issue":"1","key":"ref170","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1109\/MCE.2021.3139170","article-title":"Deep learning-based intrusion detection system for Internet of Vehicles","volume":"12","author":"Ahmed","year":"2023","journal-title":"IEEE Consum. Electron. Mag."},{"key":"ref171","first-page":"1","article-title":"SOME\/IP intrusion detection using deep learning-based sequential models in automotive Ethernet networks","volume-title":"Proc. IEEE 12th Annu. Inf. Technol. Electron. Mobile Commun. Conf. (IEMCON)","author":"Alkhatib"},{"issue":"3","key":"ref172","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1109\/MWC.001.2000428","article-title":"Artificial intelligence (AI)-empowered intrusion detection architecture for the Internet of Vehicles","volume":"28","author":"Alladi","year":"2021","journal-title":"IEEE Wireless Commun."},{"key":"ref173","doi-asserted-by":"crossref","first-page":"4133","DOI":"10.1109\/TIFS.2021.3098162","article-title":"Detection of message injection attacks onto the CAN bus using similarities of successive messages-sequence graphs","volume":"16","author":"Jedh","year":"2021","journal-title":"IEEE Trans. Inf. Forensics Security"},{"issue":"14","key":"ref174","doi-asserted-by":"crossref","first-page":"4736","DOI":"10.3390\/s21144736","article-title":"Deep transfer learning based intrusion detection system for electric vehicular networks","volume":"21","author":"Mehedi","year":"2021","journal-title":"Sensors"},{"key":"ref175","doi-asserted-by":"crossref","first-page":"124931","DOI":"10.1109\/ACCESS.2021.3110524","article-title":"Intrusion detection method using bi-directional GPT for in-vehicle controller area networks","volume":"9","author":"Nam","year":"2021","journal-title":"IEEE Access"},{"key":"ref176","first-page":"1","article-title":"In-vehicle intrusion detection based on deep learning attention technique","volume-title":"Proc. 16th Int. Conf. Comput. Eng. Syst. (ICCES)","author":"NasrEldin"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1007\/s12243-021-00852-0"},{"issue":"7","key":"ref178","doi-asserted-by":"crossref","first-page":"4467","DOI":"10.1109\/TITS.2021.3055351","article-title":"Threat analysis for automotive CAN networks: A GAN model-based intrusion detection technique","volume":"22","author":"Xie","year":"2021","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1142\/s0218126621500079"},{"key":"ref180","first-page":"1","article-title":"Anomaly detection using IoT sensor-assisted ConvLSTM models for connected vehicles","volume-title":"Proc. IEEE 93rd Veh. Technol. Conf. (VTC-Spring)","author":"Zekry"},{"issue":"11","key":"ref181","doi-asserted-by":"crossref","first-page":"22596","DOI":"10.1109\/TITS.2022.3146024","article-title":"NovelADS: A novel anomaly detection system for intra-vehicular networks","volume":"23","author":"Agrawal","year":"2022","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref182","first-page":"342","article-title":"Transfer learning-driven intrusion detection for Internet of Vehicles (IoV)","volume-title":"Proc. Int. Wireless Commun. Mobile Comput. (IWCMC)","author":"Otoum"},{"key":"ref183","first-page":"2774","article-title":"A transfer learning and optimized CNN based intrusion detection system for Internet of Vehicles","volume-title":"Proc. IEEE Int. Conf. Commun. (ICC)","author":"Yang"},{"key":"ref184","first-page":"4324","article-title":"Federated-LSTM based network intrusion detection method for intelligent connected vehicles","volume-title":"Proc. IEEE Int. Conf. Commun. (ICC)","author":"Yu"},{"key":"ref185","doi-asserted-by":"crossref","first-page":"10852","DOI":"10.1109\/ACCESS.2022.3145007","article-title":"A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks","volume":"10","author":"Zhang","year":"2022","journal-title":"IEEE Access"},{"key":"ref186","volume-title":"The UCI KDD Archive","author":"Hettich","year":"1999"},{"key":"ref187","volume-title":"The Udacity open source self-driving car project","year":"2021"},{"key":"ref188","first-page":"1","article-title":"UNSW-NB15: A comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)","volume-title":"Proc. Mil. Commun. Inf. Syst. Conf. (MilCIS)","author":"Moustafa"},{"key":"ref189","doi-asserted-by":"crossref","DOI":"10.1016\/j.dib.2020.105149","article-title":"ReCAN\u2014Dataset for reverse engineering of controller area networks","volume":"29","author":"Zago","year":"2020","journal-title":"Data Brief"},{"key":"ref190","first-page":"1","article-title":"VeReMi extension: A dataset for comparable evaluation of misbehavior detection in VANETs","volume-title":"Proc. IEEE Int. Conf. Commun. (ICC)","author":"Kamel"},{"key":"ref191","volume-title":"VeReMi-dataset","author":"Kamel","year":"2020"},{"issue":"1","key":"ref192","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1109\/TDSC.2020.2990192","article-title":"On the performance of detecting injection of fabricated messages into the CAN bus","volume":"19","author":"Othmane","year":"2022","journal-title":"IEEE Trans. Dependable Secure Comput."},{"key":"ref193","first-page":"1","article-title":"Car hacking and defense competition on in-vehicle network","volume-title":"Proc. 3rd Int. Workshop Autom. Auton. Veh. Security","author":"Kang"},{"key":"ref194","volume-title":"CSE-CIC-IDS2018 on AWS","year":"2018"},{"key":"ref195","volume-title":"CAN bus explained\u2014A simple intro [2021]","author":"Electronics","year":"2021"},{"key":"ref196","volume-title":"VGG 16 architecture, implementation and practical use","author":"Parashar","year":"2020"},{"issue":"11","key":"ref197","doi-asserted-by":"crossref","first-page":"2278","DOI":"10.1109\/5.726791","article-title":"Gradient-based learning applied to document recognition","volume":"86","author":"Lecun","year":"1998","journal-title":"Proc. IEEE"},{"issue":"10","key":"ref198","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1109\/MCOM.001.1900143","article-title":"MBID: Micro-blockchain-based geographical dynamic intrusion detection for V2X","volume":"57","author":"Liang","year":"2019","journal-title":"IEEE Commun. Mag."},{"issue":"3","key":"ref199","doi-asserted-by":"crossref","first-page":"2523","DOI":"10.1109\/TITS.2021.3119968","article-title":"Federated intrusion detection in blockchainbased smart transportation systems","volume":"23","author":"Abdel-Basset","year":"2022","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"1","key":"ref200","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1109\/JIOT.2021.3085194","article-title":"ToN_IoT: The role of heterogeneity and the need for standardization of features and attack types in IoT network intrusion data sets","volume":"9","author":"Booij","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"ref201","volume-title":"ToN_IoT datasets","author":"Moustafa","year":"2019"},{"key":"ref202","doi-asserted-by":"crossref","first-page":"102593","DOI":"10.1109\/ACCESS.2021.3094365","article-title":"A blockchain-based federated forest for SDN-enabled in-vehicle network intrusion detection system","volume":"9","author":"Aliyu","year":"2021","journal-title":"IEEE Access"},{"key":"ref203","first-page":"134","article-title":"A technique for generating a botnet dataset for anomalous activity detection in IoT networks","volume-title":"Proc. IEEE Int. Conf. Syst. Man Cybern. (SMC)","author":"Ullah"},{"issue":"11","key":"ref204","doi-asserted-by":"crossref","first-page":"22571","DOI":"10.1109\/TITS.2021.3102581","article-title":"P2SFIoV: A privacy-preservation-based secured framework for Internet of Vehicles","volume":"23","author":"Kumar","year":"2022","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"18","key":"ref205","doi-asserted-by":"crossref","first-page":"17110","DOI":"10.1109\/JIOT.2021.3122021","article-title":"BDTwin: An integrated framework for enhancing security and privacy in cybertwin-driven automotive Industrial Internet of Things","volume":"9","author":"Kumar","year":"2022","journal-title":"IEEE Internet Things J."},{"issue":"9","key":"ref206","doi-asserted-by":"crossref","first-page":"16492","DOI":"10.1109\/TITS.2021.3098636","article-title":"A privacy-preserving-based secure framework using blockchain-enabled deep-learning in cooperative intelligent transport system","volume":"23","author":"Kumar","year":"2022","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"issue":"6","key":"ref207","doi-asserted-by":"crossref","first-page":"6073","DOI":"10.1109\/TVT.2021.3076780","article-title":"Blockchain and federated learning for collaborative intrusion detection in vehicular edge computing","volume":"70","author":"Liu","year":"2021","journal-title":"IEEE Trans. Veh. Technol."},{"key":"ref208","doi-asserted-by":"crossref","first-page":"2169","DOI":"10.1109\/ACCESS.2022.3212412","article-title":"Statistical detection of adversarial examples in blockchain-based federated forest in-vehicle network intrusion detection systems","volume":"10","author":"Aliyu","year":"2022","journal-title":"IEEE Access"},{"key":"ref209","first-page":"1","article-title":"AI-empowered secure data communication in V2X environment with 6G network","volume-title":"Proc. IEEE INFOCOM Conf. Comput. Commun. Workshops (INFOCOM WKSHPS)","author":"Nair"},{"issue":"3","key":"ref210","doi-asserted-by":"crossref","first-page":"1330","DOI":"10.1109\/TGCN.2022.3165692","article-title":"BDEdge: Blockchain and deep-learning for secure edge-envisioned green CAVs","volume":"6","author":"Kumar","year":"2022","journal-title":"IEEE Trans. Green Commun. Netw."},{"key":"ref211","first-page":"1","article-title":"Intrusion detection in intelligent transportation system and its applications using blockchain technology","volume-title":"Proc. Int. Conf. Emerg. Trends Inf. Technol. Eng. (ic- ETITE)","author":"Krishna"}],"container-title":["IEEE Communications Surveys &amp; Tutorials"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9739\/10324457\/10233928.pdf?arnumber=10233928","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T22:51:46Z","timestamp":1709333506000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10233928\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":211,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/comst.2023.3309864","relation":{},"ISSN":["1553-877X","2373-745X"],"issn-type":[{"value":"1553-877X","type":"electronic"},{"value":"2373-745X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}