Traffic classifiers that seem near-perfect on their own datasets fall to 30-40% accuracy on another network's same-task data, and a 1-Nearest Neighbor baseline is competitive.
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One task to rule them all: A closer look at traffic classification generalizability
Traffic classifiers that seem near-perfect on their own datasets fall to 30-40% accuracy on another network's same-task data, and a 1-Nearest Neighbor baseline is competitive.