Quantifying and Prioritizing Stealthy Source-Manipulation Threats against Multi-Source Anomaly Detectors

Security pipelines often fuse several data sources and protect a downstream model with a cross-source anomaly detector. Such detectors are usually judged by their clean false-positive rate and by how well they catch random corruption. Neither metric captures an adversary who controls some sources...