jayaram-r adversarial-detection issues

jayaram-r / adversarial-detection

Code and experiments for the adversarial detection paper

MIT License

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Changes to use the p-value of the log-gaussian density in the scoring

#49 jayaram-r closed 4 years ago
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Multivariate p-value estimation

#48 jayaram-r closed 4 years ago
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Option to include a subset of classes in the multinomial test statistic

#47 jayaram-r closed 4 years ago
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Some changes to the binomial test statistic

#46 jayaram-r closed 4 years ago
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Speedup the bootstrap p-value calculation

#45 jayaram-r closed 4 years ago
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Add test statistic based on binomial count distribution

#44 jayaram-r closed 4 years ago
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Bootstrap estimation of p-values

#43 jayaram-r closed 4 years ago
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Handle poorly conditioned matrices better in the LLE solver

#42 jayaram-r closed 4 years ago
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Fix bug in LLE reconstruction error calculation

#41 jayaram-r closed 4 years ago
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New scoring method based on fusion of p-values

#40 jayaram-r closed 4 years ago
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Updates to the test statistics

#39 jayaram-r closed 4 years ago
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Bug fixes

#38 jayaram-r closed 4 years ago
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Minor changes

#37 jayaram-r closed 4 years ago
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Updates for end-to-end testing of detection methods

#36 jayaram-r closed 4 years ago
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Implementation of the trust score

#35 jayaram-r closed 4 years ago
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Updates

#34 jayaram-r closed 4 years ago
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Remove noise generation functionality

#33 jayaram-r closed 4 years ago
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Noise data generation within the cross-validation framework

#32 jayaram-r closed 4 years ago
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Fixes

#31 jayaram-r closed 4 years ago
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Generating noisy data

#30 jayaram-r closed 4 years ago
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Performance metrics and plots

#29 jayaram-r closed 4 years ago
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Bugs in adversarial data generation

#28 jayaram-r closed 4 years ago
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Performance metrics

#27 jayaram-r closed 4 years ago
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Detection wrapper code

#26 jayaram-r closed 4 years ago
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Updates

#25 jayaram-r closed 4 years ago
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Updates

#24 jayaram-r closed 4 years ago
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Fixing adversarial_classes and some cleanup

#23 jayaram-r closed 4 years ago
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Changes from durga

#22 jayaram-r closed 4 years ago
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Changes to run other detection methods

#21 jayaram-r closed 4 years ago
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Updates to run detection experiments

#20 jayaram-r closed 4 years ago
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Add deep k-NN method to detectors

#19 jayaram-r closed 4 years ago
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Add reconstruction error of LLE as new test statistic at the layers

#18 jayaram-r closed 4 years ago
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LID detection method

#17 jayaram-r closed 4 years ago
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Updates

#16 jayaram-r closed 4 years ago
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Add layer-wise method for the LID paper

#15 jayaram-r closed 4 years ago
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Returning corrected class predictions

#14 jayaram-r closed 4 years ago
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Change definition of the latent and logit layers

#13 jayaram-r closed 4 years ago
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Documentation

#12 jayaram-r closed 4 years ago
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Proposed detection method

#11 jayaram-r closed 4 years ago
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Updates

#10 jayaram-r closed 4 years ago
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Add CIFAR-10 model and other updates

#9 jayaram-r closed 4 years ago
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Get the predicted labels along with the layer embeddings

#8 jayaram-r closed 4 years ago
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Detection code and other updates

#7 jayaram-r closed 4 years ago
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Updates to main.py

#6 jayaram-r closed 4 years ago
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Log-normal mixture model for the layer statistics

#5 jayaram-r closed 4 years ago
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Updates to test statistics at the layers

#4 jayaram-r closed 4 years ago
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Multinomial test statistics

#3 jayaram-r closed 4 years ago
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Updates to save the entire projected train and test data from different layers to disk

#2 jayaram-r closed 4 years ago
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Updates from Jayaram

#1 jayaram-r closed 4 years ago
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