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Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility

Ovidiu Vermesan, Reiner John, Patrick Pype, Gerardo Daalderop, Kai Kriegel, Gerhard Mitic, Vincent Lorentz, Roy Bahr, Hans Erik Sand, Steffen Bockrath, Stefan Waldhör
2021 Frontiers in Future Transportation  
architectures and the role of AI techniques and methods to implement the different autonomous driving and optimization functions for sustainable green mobility.  ...  Facilitating vehicle automation, vehicle electrification, vehicle-to-everything (V2X) communication is accomplished by the convergence of artificial intelligence (AI), cellular/wireless connectivity, edge  ...  It could enhance the automated driving control, allowing the vehicle's cooperation by the perception and the control subsystems of 5G.  ... 
doi:10.3389/ffutr.2021.688482 fatcat:3yr2mvmoanadxpk6zcbgbtjiy4

Beyond the Dolev-Yao Model: Realistic Application-Specific Attacker Models for Applications Using Vehicular Communication [article]

Christoph Ponikwar, Hans-Joachim Hof, Smriti Gopinath, Lars Wischhof
2016 arXiv   pre-print
Autonomous driving and other assistance systems for cars make heavy use of VANETs to exchange information.They may provide more comfort, security and safety for drivers.  ...  In recent time, the standards for Vehicular Ad-hoc Networks (VANETs) and Intelligent Transportation Systems (ITSs) matured and scientific and industry interest is high especially as autonomous driving  ...  Cooperative Maneuvering Applications apply V2X communication for driving automation functions in the levels 3 to 5 as defined in SAE J3016 [23] .  ... 
arXiv:1607.08277v1 fatcat:6dq6ra4kpnbmhbphdw7p66v6k4

Opportunities and Challenges in Cooperative Road Vehicle Automation

Steven E. Shladover
2021 IEEE Open Journal of Intelligent Transportation Systems  
Four different types of cooperative driving automation are defined and examples of the functionality enabled by each are described.  ...  The risks of over-reliance on communication for cooperative automation implementations are also discussed to provide a balanced view of appropriate levels of cooperation.  ...  CHALLENGES FOR COOPERATIVE AUTOMATION The potential benefits from cooperative automation do not come entirely "for free", but rather they have associated risks and costs.  ... 
doi:10.1109/ojits.2021.3099976 fatcat:a32zsik3yngobc2pprnk3d3dde

Security of Cooperative Intelligent Transport Systems: Standards, Threats Analysis and Cryptographic Countermeasures

Elyes Hamida, Hassan Noura, Wassim Znaidi
2015 Electronics  
The ETSI TC ITS defines a reference architecture [10] for cooperative V2X communications, including the support for the IEEE 802.11p standard [8].  ...  Electronics 2015, 4 381 Keywords: cooperative intelligent transport systems (ITS); V2X communications; threats analysis; cryptographic countermeasures; ETSI TC ITS standard; elliptic curve digital signature  ...  Autonomous Driving Applications Autonomous driving, also known as automated driving, applications represent the next big leap in human transport technologies, which is expected to be deployed by 2020 and  ... 
doi:10.3390/electronics4030380 fatcat:khtu7zqs6ff63mnuu5bx66vnlu

Machine Learning Technologies for Secure Vehicular Communication in Internet of Vehicles: Recent Advances and Applications

Elmustafa Sayed Ali, Mohammad Kamrul Hasan, Rosilah Hassan, Rashid A. Saeed, Mona Bakri Hassan, Shayla Islam, Nazmus Shaker Nafi, Savitri Bevinakoppa, Fawad Ahmed
2021 Security and Communication Networks  
Finally, future directions and potential solutions for secure ML IoV and V2X were highlighted.  ...  For example, ML can be used to avoid road accidents by analyzing the driving behavior and environment by sensing data of the surrounding environment.  ...  A DL-based technique for anomaly detection in V2X vehicles provides a means of security against different kinds of attacks, i.e., Denial of Service (DOS), rushing attacks, gray hole, and Sybil attacks.  ... 
doi:10.1155/2021/8868355 fatcat:z3bnxkaydvd5jl36dcgvta6xa4

C-ITS Use Cases: Study, Extension and Classification Methodology

Farah Haidar, Arnaud Kaiser, Brigitte Lonc, Pascal Urien, Richard Denis
2018 2018 IEEE 87th Vehicular Technology Conference (VTC Spring)  
Such subset can then be used to apply any process/method (e.g. risk analysis) on it.  ...  Such technologiescommonly called Cooperative Intelligent Transportation Systems (C-ITS) -aim at improving road safety, traffic efficiency and drivers comfort.  ...  ACKNOWLEDGMENTS This research work has been carried out in the framework of the Technological Research Institute SystemX, and therefore granted with public funds within the scope of the French Program  ... 
doi:10.1109/vtcspring.2018.8417866 dblp:conf/vtc/HaidarKLUD18 fatcat:to3c7kelfnhplcoc6ehm77ksm4

On 5G-V2X Use Cases and Enabling Technologies: A Comprehensive Survey

Ahmad Alalewi, Iyad Dayoub, Soumaya Cherkaoui
2021 IEEE Access  
ACKNOWLEDGMENT The authors would like to give special thanks to the National program for the urgent aid and reception of scientists in exile (PAUSE program) from Collège de France for its funding of this  ...  Cooperative Collision Avoidance (CoCA) • Information sharing for limited automated driving • Information sharing for full automated driving • Emergency Trajectory Alignment (EtrA) • Intersection Safety  ...  Information Provisioning for Urban DrivingCooperative lane change (CLC) of automated vehicles • 3D video composition for V2X scenario • V2X Intersection Safety Information System Traffic Signal  ... 
doi:10.1109/access.2021.3100472 fatcat:sbl3ekkiczd5jirvdppv6ey6xe

A Review of Research on Traffic Conflicts Based on Intelligent Vehicles

Lin Hu, Jian Ou, Jing Huang, Yimin Chen, Dongpu Cao
2020 IEEE Access  
The major challenges are accurately perceiving the road traffic environment, detecting the potential traffic conflicts, and proposing the alternative driving strategies.  ...  The intelligent vehicles can perceive the surrounding environment, extract road condition information, and detect obstacles for avoiding collisions or mitigating accidents.  ...  There are security risks for existing communications to prevent information from leaking or being attacked by the hackers.  ... 
doi:10.1109/access.2020.2970164 fatcat:rd44et55sfgffb2dakzcat6wmq

A survey of new orientations in the field of vehicular cybersecurity, applying artificial intelligence based methods

Zsombor Pethő, Árpád Török, Zsolt Szalay
2021 Transactions on Emerging Telecommunications Technologies  
The data set was analyzed by the K-means clustering and decision tree analysis methods to identify and characterize the generated groups of papers.  ...  Nowadays, cybersecurity is an emerging research area in the automotive industry, and it is investigated by many different perspectives.  ...  The research was supported by the Ministry of Innovation and Technology NRDI Office within the framework of the Autonomous Systems National Laboratory Program.  ... 
doi:10.1002/ett.4325 fatcat:3573bq5u3bd2rgbc463jnw3e7e

CARAMEL: results on a secure architecture for connected and autonomous vehicles detecting GPS spoofing attacks

Christian Vitale, Nikos Piperigkos, Christos Laoudias, Georgios Ellinas, Jordi Casademont, Josep Escrig, Andreas Kloukiniotis, Aris S. Lalos, Konstantinos Moustakas, Rodrigo Diaz Rodriguez, Daniel Baños, Gemma Roqueta Crusats (+3 others)
2021 EURASIP Journal on Wireless Communications and Networking  
for connected and autonomous driving.  ...  As a result, CARAMEL enhances the protection against threats related to automated driving, smart charging of Electric Vehicles, and communication among vehicles or between vehicles and the roadside infrastructure  ...  , and to seek methods to mitigate associated safety risks.  ... 
doi:10.1186/s13638-021-01971-x fatcat:es7gzcufzvhozhxuh3q6h5j7sq

Evolution of V2X Communication and Integration of Blockchain for Security Enhancements

Rakesh Shrestha, Seung Yeob Nam, Rojeena Bajracharya, Shiho Kim
2020 Electronics  
Blockchain can be integrated as a strong security mechanism for securing and managing 5G V2X along with MEC.  ...  Vehicle to Everything (V2X) communications provides driving safety, traffic efficiency, and road information in real-time in vehicular networks.  ...  While using 5G-based edge computing networks, several attack vectors disrupt the MEC services by attacking the edge nodes of the vehicular networks [87] .  ... 
doi:10.3390/electronics9091338 fatcat:ryf6h57q45et5mvv65k5xdhpqu

Guest Editorial Introduction to the Special Issue on Deep Learning Models for Safe and Secure Intelligent Transportation Systems

Alireza Jolfaei, Neeraj Kumar, Min Chen, Krishna Kant
2021 IEEE transactions on intelligent transportation systems (Print)  
named science, engineering and education for sustainability (SEES).  ...  He served in industry for 18 years at Intel, Bellcore, and Bell Labs, and ten years in academia at Penn State and Northwestern University.  ...  In the article entitled "Toward safe and smart mobility: Energy-aware deep learning for driving behavior analysis and prediction of connected vehicles," Xing et al. propose an energy-aware driving pattern  ... 
doi:10.1109/tits.2021.3090721 fatcat:c2o2vno6bjbnxdn6y4zm7ztmvq

A Survey on the Current Security Landscape of Intelligent Transportation Systems

Ayyoub Lamssaggad, Nabil Benamar, Abdelhakim Senhaji Hafid, Mounira Msahli
2021 IEEE Access  
To enable secure and safe ITS applications, this article provides a comprehensive analysis of existing solutions and highlights their strengths and limitations.  ...  This article gives a short background tutorial on the main security issues and the different attacks that hinder Intelligent Transport Systems.  ...  ACKNOWLEDGMENT The authors would like to thank the editors and the anonymous reviewers for their valuable and enriching comments and suggestions to improve the content of this article.  ... 
doi:10.1109/access.2021.3050038 fatcat:wagonasxpbetxdlrhxzadnpkw4

Resilient Cooperative Adaptive Cruise Control for Autonomous Vehicles Using Machine Learning [article]

Srivalli Boddupalli, Akash Someshwar Rao, Sandip Ray
2021 arXiv   pre-print
In this paper, we develop a novel resiliency infrastructure, RACCON, for detecting and mitigating V2V attacks on CACC.  ...  Cooperative Adaptive Cruise Control (CACC) is a fundamental connected vehicle application that extends Adaptive Cruise Control by exploiting vehicle-to-vehicle (V2V) communication.  ...  Some applications currently designed include platooning, dynamic cooperative route management (DCRM), automated collision detection, cooperative automated on-ramp merging, etc.  ... 
arXiv:2103.10533v1 fatcat:ltcyu3esjnduxd6wyow6uj4fpu

Information Management Challenges in Autonomous Vehicles: A Systematic Literature Review

Adrija Ghansiyal, Mamta Mittal, Arpan Kumar Kar
2021 Journal of Cases on Information Technology  
The focus of automobile industry is towards producing efficient driverless cars that are risk free and with zero tolerance to safety violations thereby following in the footsteps of autonomous robots.  ...  It also aims to summarize the various security methods that have been used infrequently and could be further explored in future research.  ...  for the disabled, energy use and land use -Automated Driving Systems (ADS).  ... 
doi:10.4018/jcit.20210701.oa5 dblp:journals/jcit-igi/GhansiyalMK21 fatcat:36zgsu6ps5ec7donns4hrebgre
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