Evaluation metrics for ML artifact security scanners must distinguish judgment accuracy from judgment availability

These findings underscore the need to separate judgment accuracy from judgment availability, as well as incremental detection coverage from tool-level redundancy.

http://arxiv.org/abs/2608.27424v1