The main challenge in building a testing framework for malware detection systems compared to learning based sys tems for other formats e g images is that mutating the inputs of malware detectors i e malware programs is. Therefore a small but representative set of malware samples are usually needed for detection model especially for machine learning based malware detection models. Preparation of the dataset.
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