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A few shots traffic classification with mini-FlowPic augmentations

Eyal Horowicz, Tal Shapira, Yuval Shavitt

Proceedings of the 22nd ACM Internet Measurement Conference, 2022. DOI 10.1145/3517745.3561436

Has this study been replicated?

The atlas records 1 replication of this study. Recorded outcomes: 1 mixed. The earliest on record is from 2023.

Replications

• Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation, Finamore et al. (2023). Proceedings of the 2023 ACM on Internet Measurement Conference. Outcome recorded: mixed. While we confirm most of the original results, we also found a 20% accuracy drop on some of the investigated scenarios due to a data shift in the original dataset that we uncovered. Outcome read from the abstract. View paper

Cite this record

Horowicz, E., Shapira, T., & Shavitt, Y. (2022). A few shots traffic classification with mini-FlowPic augmentations. Proceedings of the 22nd ACM Internet Measurement Conference, 647–654. https://doi.org/10.1145/3517745.3561436

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