This repository contains the code to our work "The Spectrum Strikes Back: Infrared POV Attacks on Traffic Sign Classification" where we show a new, new-infrared-based persistence of vision display to attack traffic sign classification. Please refer to the individiual README files inside each subfolder to get information on the respective tools:
- model_inference: Contains the code to run our used ML models.
- digital_simulation: Contains the code to run the digitial simulation of our POV-display-based attack for identification of the optimal placement.
- detection_mechanism: Contains the code of our proposed detection mechanism to detect POV-display-based attacks.