SPAR is a street-legal physical rim that cuts modern ALPR accuracy by 60% and reaches 18% targeted impersonation while costing under $100 and requiring no plate modification.
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cs.CV 2years
2026 2roles
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The paper organizes existing physical adversarial attack literature into a surveillance-oriented taxonomy emphasizing temporal persistence, multi-modal sensing, carrier realism, and system-level objectives, concluding that robustness requires system-level evaluation over time and across sensors.
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Street-Legal Physical-World Adversarial Rim for License Plates
SPAR is a street-legal physical rim that cuts modern ALPR accuracy by 60% and reaches 18% targeted impersonation while costing under $100 and requiring no plate modification.
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Physical Adversarial Attacks on AI Surveillance Systems:Detection, Tracking, and Visible--Infrared Evasion
The paper organizes existing physical adversarial attack literature into a surveillance-oriented taxonomy emphasizing temporal persistence, multi-modal sensing, carrier realism, and system-level objectives, concluding that robustness requires system-level evaluation over time and across sensors.