BAdvertisement: Attacking Advanced Driver-Assistance Systems Using Print Advertisements

Ben Nassi, Jacob Shams, Raz Ben Netanel, Yuval Elovici

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, we present bAdvertisement, a novel attack method against advanced driver-assistance systems (ADASs). bAdvertisement is performed as a supply chain attack via a compromised computer in a printing house, by embedding a 'phantom' object in a print advertisement. When the compromised print advertisement is observed by an ADAS in a passing car, an undesired reaction is triggered from the ADAS. We analyze state-of-the-art object detectors and show that they do not take color or context into account in object detection. Our validation of these findings on Mobileye 630 PRO shows that this ADAS also fails to take color or context into account. Then, we show how an attacker can take advantage of these findings to execute an attack on a commercial ADAS, by embedding a phantom road sign in a print advertisement, which causes a car equipped with Mobileye 630 PRO to trigger a false notification to slow down. Finally, we discuss multiple countermeasures which can be deployed in order to mitigate the effect of our proposed attack.

Original languageEnglish
Title of host publicationProceedings - 7th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages376-383
Number of pages8
ISBN (Electronic)9781665495608
DOIs
StatePublished - 1 Jan 2022
Event7th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2022 - Genoa, Italy
Duration: 6 Jun 202210 Jun 2022

Publication series

NameProceedings - 7th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2022

Conference

Conference7th IEEE European Symposium on Security and Privacy Workshops, Euro S and PW 2022
Country/TerritoryItaly
CityGenoa
Period6/06/2210/06/22

Keywords

  • Advanced Driver Assistance Systems
  • Adversarial AI
  • Supply Chain Attack
  • Video Camera Spoofing

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality

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