Projects per year
Abstract
The integration of intelligent functionalities in connected and autonomous automotive system has great potential to deliver personalised user experience and improve traffic management. It can benefit the society by improving highway capacity and safety of road users. The adoption of data-driven Artificial Intelligence and Machine Learning models in the automotive sector is opening venues to new services and business models such as autonomous fleet management, self-driving trucks, robotaxi etc. However, where the sharing of mix-critical data brings opportunities, it simultaneously presents serious cybersecurity and functional safety risks. In recent years, the cyber attacks have impacted every segment of automotive system including electronic control unit, infotainment, communications, firmware, mobile apps etc. This adoption of AI and ML as enabling technology for next-generation autonomous transportation systems is going to significantly widen the automotive attack surface. This trend has increasing tendency of exposing both vehicle and road-side infrastructure to a wide range of sophisticated cyber attacks. This paper aims to review and build a body of knowledge on the topic of automotive cybersecurity, by bridging a domain-specific knowledge gap among automotive system designers, engineers and system security architects. For this purpose, it discuss the autonomous driving system data processing pipeline and threat analysis and risk assessment process of automotive cybersecurity standard ISO/SAE 21434 to harness and harden automotive cybersecurity. It highlights automotive system architectural and ecosystem challenges in adopting AI and ML driven decision making.
| Original language | English |
|---|---|
| Title of host publication | 2021 Sixth International Conference on Fog and Mobile Edge Computing (FMEC 2021) |
| Editors | Nabil Abdennadher, Elhadj Benkhelifa, Jaime Mauri Lloret, Yaser Jararweh |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 1-6 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665458702 |
| ISBN (Print) | 978-1-6654-5871-9 |
| DOIs | |
| Publication status | Published - 16 Mar 2022 |
| Event | 6th International Conference on Fog and Mobile Edge Computing, FMEC 2021 - Virtual, Gandia, Spain Duration: 06 Dec 2021 → 09 Dec 2021 |
Publication series
| Name | 2021 6th International Conference on Fog and Mobile Edge Computing, FMEC 2021 |
|---|
Conference
| Conference | 6th International Conference on Fog and Mobile Edge Computing, FMEC 2021 |
|---|---|
| Country/Territory | Spain |
| City | Virtual, Gandia |
| Period | 06/12/2021 → 09/12/2021 |
Keywords
- Autonomous Systems
- AUTOSAR Adaptive
- AUTOSAR Classic
- Cybersecurity Engineering
- Functional Safety
- ISO/SAE 21433
- Threat Analysis and Risk Assessment (TARA)
ASJC Scopus subject areas
- Computer Science Applications
- Hardware and Architecture
- Information Systems and Management
- Safety, Risk, Reliability and Quality
- Computer Networks and Communications
Access to Document
- Bird’s-eye view on the automotive cybersecurity landscape and challenges in adopting AI/ML
© 2021 IEEE. This work is made available online in accordance with the publisher’s policies. Please refer to any applicable terms of use of the publisher.
Fingerprint
Dive into the research topics of 'Bird’s-eye view on the automotive cybersecurity landscape and challenges in adopting AI/ML'. Together they form a unique fingerprint.Projects
- 1 Active
Activities
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Society of Automotive Engineers (SAE) (External organisation)
Fahad Siddiqui (Advisor)
Oct 2023Activity: Membership types › Membership of national or international committees and working groups
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Cybersecurity engineering: bridging the security gaps in advanced automotive systems and ISO/SAE 21434
Fahad Siddiqui (Advisor)
22 Jun 2023Activity: Talk or presentation types › Oral presentation
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Cybersecurity Engineering of Safety-critical Embedded Systems
Fahad Siddiqui (Advisor)
17 Jan 2023Activity: Talk or presentation types › Invited or keynote talk at national or international conference
Research output
- 7 Conference contribution
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Cybersecurity engineering: bridging the security gaps in avionic architectures and DO-326A/ED-202A
Siddiqui, F., Ahlbrecht, A., Khan, R., Yengec Tasdemir, S., Hui, H., Sonigara, B., Sezer, S., McLaughlin, K., Zaeske, W. & Durak, U., 10 Nov 2023, 2023 AIAA/IEEE 42nd Digital Avionics Systems Conference (DASC): proceedings. Institute of Electrical and Electronics Engineers Inc., 9 p. (AIAA/IEEE Digital Avionics Systems Conference (DASC): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile1 Downloads (Pure) -
XANDAR: A holistic cybersecurity engineering process for safety-critical and cyber-physical systems
Siddiqui, F., Khan, R., McLaughlin, K., Sezer, S., Masing, L., Dörr, T., Schade, F., Becker, J., Ahlbrecht, A., Zaeske, W., Durak, U., Adler, N., Sailer, A., Weber, R., Wilhelm, T., Nemeth, G., Morales, V., Gomez, P., Keramidas, G., Antonopoulos, C. P., & 5 others, 19 Jun 2022, 95th IEEE Vehicular Technology Conference. Institute of Electrical and Electronics Engineers Inc., 5 p. (Vehicular Technology Conference: Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile99 Downloads (Pure) -
XANDAR: exploiting the X-by-construction paradigm in model-based development of safety-critical systems
Masing, L., Dorr, T., Schade, F., Becker, J., Keramidas, G., Antonopoulos, C. P., Mavropoulos, M., Tiganourias, E., Kelefouras, V., Antonopoulos, K., Voros, N., Durak, U., Ahlbrecht, A., Zaeske, W., Panagiotou, C., Karadimas, D., Adler, N., Sailer, A., Weber, R., Wilhelm, T., & 6 others, 19 May 2022, Design, Automation and Test in Europe Conference and Exhibition, DATE 2022: Proceedings. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 814-818 5 p. (Design, Automation & Test in Europe Conference & Exhibition (DATE): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution