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Semantic Image Fuzzing of AI Perception Systems

This repository contains code and high level algorithm descriptions for the paper Semantic Image Fuzzing of AI Perception Systems (ICSE '22).

Setting up the codebase

For instructions on setting up the code and replicating the results from the study, please see the main README.

Algorithmic Descriptions

The Wiki contains additional algorithmic descriptions of the mutations used in the study.

• Adding an Entity
• Changing entity color