oem proprietary

OEM-internal data (Tesla fleet, Volvo Drive Me, etc.).

36 papers carry this dataset tag, of 5322 that declare a dataset at all (62594 papers carry any topic). Absence here means undeclared, not absent.

Where this appears in the corpus

• Vehicle Automation & ADAS 28 papers
• Crash Statistics & Epidemiology 13 papers
• Crash Causation & Contributing Factors 5 papers
• Driver State Monitoring (DMS) 5 papers
• Cognitive Workload 4 papers
• Training, Education & Intervention 3 papers
• Environment, Road & Weather 1 papers

Most common topics

• driverless ads9
• v2x connected vehicle9
• exposure measurement7
• naturalistic crash near crash5
• telematics crash prediction5
• acceptance adoption4
• situational awareness4
• dms regulation3
• telematics ubi feedback3
• automation2
• automation surprise2
• alcohol detection systems1

Papers

1. My Precious Crash Data: Barriers and Opportunities in Encouraging Autonomous Driving Companies to Share Safety-Critical Data ↗ · 2025 · Sandhaus, Hauke et al.
2. CAN-Modes: In-vehicle datasets generation and analysis in different driving situations ↗ · 2024 · Dos Santos Roque, Alexandre et al.
3. Advanced Driver Assistance System-Equipped Vehicle Datasets Collected in Central Ohio: Final Report · 2024 · Seitz, Timothy et al.
4. Third Generation Simulation Data (TGSIM): A Closer Look at The Impacts of Automated Driving Systems on Human Behavior · 2024 · Talebpour, Alireza et al.
5. WiP Abstract: Edge-Based Privacy of Naturalistic Driving Data Collection ↗ · 2023 · Bunting, Matt et al.
6. Identifying and managing data quality requirements: a design science study in the field of automated driving · 2023 · Pradhan, Shameer Kumar et al.
7. Phase 2 Data Privacy Plan (DPP)— Safe Trips in a Connected Transportation Network ITS4US Deployment Project · 2023 · Wakhisi, Kofi et al.
8. Design of a Secure Automated Driving Systems Test Data Interface ↗ · 2023 · Zagorski, Scott et al.
9. Over 60,000 km in a year: remotely collecting large-volume high-quality data from a logistics truck · 2022 · Berger, Christian et al.
10. Potential and Limitation of Internet of Things (IOT) Application in the Automotive Industry: An Overview · 2022 · ISMAIL, MUHAMMAD YUSRI et al.
11. Collaborative Research Framework for Automated Driving System Developers and Infrastructure Owners and Operators · 2021 · Eddy, Martha Morecock et al.
12. Automated Driving and Data Protection: Some Remarks on Fundamental Rights and Privacy ↗ · 2021 · Funta, Ratislav
13. Exploring data protection challenges of automated driving ↗ · 2021 · Mulder, Trix et al.
14. Connected and Automated Vehicle (CAV) Data Infrastructure and Access Phase 1 and 2 · 2021 · Spradlin, Helen K et al.
15. Perception and Control for Connected and Automated Vehicles · 2020 · Sciarretta, Antonio et al.
16. Managing Big Data for Addressing Research Questions in a Collaborative Project on Automated Driving Impact Assessment · 2020 · Bellotti, Francesco et al.
17. The L3Pilot Data Management Toolchain for a Level 3 Vehicle Automation Pilot · 2020 · Hiller, Johannes et al.
18. Eyes on the Road: Surveillance Logics in the Autonomous Vehicle Economy ↗ · 2019 · Alvarez Leon, Luis F
19. Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments · 2019 · Kang, Yue et al.
20. Vehicular Data Space: The Data Point of View · 2019 · Rettore, Paulo H. L. et al.
21. Data Management Life Cycle, Final report · 2018 · Miller, Kristi et al.
22. Driving information logger with in-vehicle communication for autonomous vehicle research ↗ · 2018 · Sung, Kyungbok et al.
23. Analysis of autonomous vehicle policies. · 2017 · Gibson, Bryan
24. Privacy and Integrity Considerations in Hyperconnected Autonomous Vehicles ↗ · 2017 · Karnouskos, Stamatis et al.
25. Secure and Private Sensing for Driver Authentication and Transportation Safety : Final Report · 2017 · Voris, Jonathan et al.
26. Equity, Safety, and Privacy in the Autonomous Vehicle Era ↗ · 2016 · Dhar, Vasant
27. Deriving HD maps for highly automated driving from vehicular probe data ↗ · 2016 · Massow, K. et al.
28. Autonomous Driving · 2016 · Maurer, Markus et al.
29. Assessment Report of US-Japan-Europe Collaborative Research on Probe Data International Probe Data Work Group Phase 2. · 2016 · McGurrin, Michael et al.
30. An Open Approach to Autonomous Vehicles ↗ · 2015 · Kato, Shinpei et al.
31. A first look at vehicle data collection via smartphone sensors ↗ · 2015 · Reininger, Michael et al.
32. Privacy preserving driving style recognition ↗ · 2015 · Rizzo, Nicholas et al.
33. Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al.
34. US-Japan Collaborative Research on Probe Data: Assessment Report · 2013 · Vasudevan, Meenakshy et al.
35. Turning a New Leaf: A Privacy Analysis of CARWINGS Electric Vehicle Data Collection and Transmission ↗ · 2012 · Svarcas, Francesca
36. Acquisition and Analysis of Information Relative to the Industrial Behavior of the Major National and International Motor Vehicle Manufacturers. · 1983 · NHTSA