| Paper Abstract and Keywords |
| Presentation |
2025-03-07 12:05
Evaluation of Threats and Impacts of HD Map Tampering Attacks in Autonomous Driving Miyu Sato, Ryunosuke Kobayashi (Waseda Univ.), Kazuki Nomoto (Waseda Univ./DTCY), Yuna Tanaka, Go Tsuruoka (Waseda Univ.), Tatsuya Mori (Waseda Univ./NICT/AIP) ICSS2024-106 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In autonomous driving systems, HD maps serve as a crucial foundational technology supporting safety and reliability. However, HD maps face risks of inaccurate information due to update delays and malicious tampering. This study systematically organizes threats posed by HD map tampering and quantitatively evaluates their impact on the control of autonomous vehicles. Specifically, we first identified potential tampering methods and attack targets for each element of HD maps, clarifying the overall landscape of threats related to HD map tampering. We then reproduced these tampering scenarios through simulation experiments and evaluated their impact on autonomous driving from an end-to-end perspective. The results demonstrated that tampering with lane information in HD maps can cause deviations in both the planned route output (Planning) and the actual driving trajectory from the intended path. Moreover, it was revealed that an increase in lane width exacerbates the deviation from the original driving trajectory. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Autonomous driving / HD map / tampering / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 422, ICSS2024-106, pp. 289-296, March 2025. |
| Paper # |
ICSS2024-106 |
| Date of Issue |
2025-02-27 (ICSS) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
ICSS2024-106 |
| Conference Information |
| Committee |
ICSS IPSJ-SPT |
| Conference Date |
2025-03-06 - 2025-03-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Okinawa Prefectural Museum & Art Museum |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Security, Trust, etc. |
| Paper Information |
| Registration To |
ICSS |
| Conference Code |
2025-03-ICSS-SPT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Evaluation of Threats and Impacts of HD Map Tampering Attacks in Autonomous Driving |
| Sub Title (in English) |
|
| Keyword(1) |
Autonomous driving |
| Keyword(2) |
HD map |
| Keyword(3) |
tampering |
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| 1st Author's Name |
Miyu Sato |
| 1st Author's Affiliation |
Waseda University (Waseda Univ.) |
| 2nd Author's Name |
Ryunosuke Kobayashi |
| 2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
| 3rd Author's Name |
Kazuki Nomoto |
| 3rd Author's Affiliation |
Waseda University/Deloitte Tohmatsu Cyber LLC (Waseda Univ./DTCY) |
| 4th Author's Name |
Yuna Tanaka |
| 4th Author's Affiliation |
Waseda University (Waseda Univ.) |
| 5th Author's Name |
Go Tsuruoka |
| 5th Author's Affiliation |
Waseda University (Waseda Univ.) |
| 6th Author's Name |
Tatsuya Mori |
| 6th Author's Affiliation |
Waseda University/National Institute of Information and Communications Technology/Center for Advanced Intelligence Project (Waseda Univ./NICT/AIP) |
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| Speaker |
Author-1 |
| Date Time |
2025-03-07 12:05:00 |
| Presentation Time |
20 minutes |
| Registration for |
ICSS |
| Paper # |
ICSS2024-106 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.422 |
| Page |
pp.289-296 |
| #Pages |
8 |
| Date of Issue |
2025-02-27 (ICSS) |