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youth c601a2cafa | 1 year ago | |
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Model.py | 1 year ago | |
README.md | 1 year ago | |
dataProcessInMemoryQUIC.py | 1 year ago | |
myDataset.py | 1 year ago | |
pre-training.py | 1 year ago | |
re-training.py | 1 year ago |
Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets". For more information read the paper.
Python 3 and Pytorch
Dataset is available in QUIC Dataset
It is assumed that each flow is converted into a text file containing 4 columns: Timestamp, relative time (from the first packet in the flow), packet lenght, direction.
Statistical features are calculated in dataProcessInMemoryQUIC.py file.
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