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AppClassNet - A commercial-grade dataset for application identification research
AppClassNet is a commercial-grade dataset that represent a realistic benchmark for the use-case of traffic classification and management.
The AppClassNet dataset is complemented by companion artifacts containing baseline code to train and test state of the art baseline models for a quick boostrap.
A description of the dataset, the expected performance of the baseline models, the allowed and forbidden usages of the dataset, and more is available in a companion technical report [1]
[1] https://dl.acm.org/doi/10.1145/3561954.3561958
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Open DatasetApplication IdentificationTraffic ClassificationMachine LearningSupervised learningNeural networksZero-day detectionOut-of-distribution detectionIncremental learningFew-shot learningFederated learningNetworking and CommunicationsComputer Communications NetworksArtificial Intelligence and Image ProcessingKnowledge Representation and Machine Learning
