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.

Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation, Finamore et al. (2023). 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. View paper