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View Code? Open in Web Editor NEWA golang implementation of the kNN website fingerprinting attack
License: GNU General Public License v3.0
A golang implementation of the kNN website fingerprinting attack
License: GNU General Public License v3.0
There is a mismatch between go-knn and Wang-kNN on how the number of instances for train/testing is initialized. Tao sets INST_NUM=60
and TEST_NUM=30
(lines 16 and 17 of flearner.cpp in https://crysp.uwaterloo.ca/software/webfingerprint/knn.zip). It seems go-knn is a port of a different version of flearner.cpp found in https://crysp.uwaterloo.ca/software/webfingerprint/attacks.zip.
The problem is that the INST_NUM
is interpreted as the total number of instances per class in go-knn, while in Wang-kNN it's defined as the number of training instances for each class. The result is that the same set of instances is used for training and testing.
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