Protocol: Robust compared to whom? A systematic review of physical-world adversarial attacks on automated vehicle perception, judged against a human-driver baseline
Year: 2026
Type: article
Abstract: Protocol (version 1.0) for a systematic review of physical-world adversarial attacks on the perception of automated vehicles, judged against a human-driver baseline. It follows PRISMA-P 2015 and fixes the review methods before screening begins. Status at deposit. The database searches ran from 28 October to 5 November 2026, so that the strings could be tested against a validation set; all 10 known studies were retrieved. No record had been screened when this protocol was deposited. Contents. Review questions and PICOC frame; eligibility criteria; information sources and search strategy (IEEE Xplore, Scopus, ACM Guide to Computing Literature, TRID, arXiv and hand-searched security programmes); selection process; data items and outcomes; quality appraisal; synthesis without meta-analysis (SWiM); confidence in findings; PRISMA-P 2015 checklist. Supplementary record. Every search string as run, with its date and record count: https://doi.org/10.5281/zenodo.24056184 Author: Samiur Rahman, University of Gloucestershire. Second reviewer: Afrin Nahar. The review is unfunded.
Author: Rahman, Samiur
Institution: University of Gloucestershire
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7225584714