Did you have a chance to do concept drift experiments with CADE? This is also your paper and the idea is great. I wonder how it performs on BODMAS dataset.
Thanks for your helping

Hi,
When I examine the families of the malware in the data, I saw there are 582 different labels. However, 2 of them are "Unknown" and "unknown" (Capital case differs). So, it makes 580 families in total but the paper says there are 581 families. Am I missing sth?
Thanks for your help!

Greetings,
When I run the code to replicate table II with my own host name, I get the following error:

File "pretrain_model_test_on_bluehex.py", line 184, in
main()
File "pretrain_model_test_on_bluehex.py", line 90, in main
saved_data_path=saved_data_path)
File "BODMAS/code/bodmas/multiple_data.py", line 114, in load_bluehex_data
save_hdf5(X_train, y_train, X_test_list, y_test_list, saved_data_path)
File "/BODMAS/code/bodmas/multiple_data.py", line 175, in save_hdf5
with h5py.File(saved_data_path, 'w') as hf:
File "anaconda3/lib/python3.7/site-packages/h5py/_hl/files.py", line 408, in init
swmr=swmr)
File "anaconda3/lib/python3.7/site-packages/h5py/_hl/files.py", line 179, in make_fid
fid = h5f.create(name, h5f.ACC_TRUNC, fapl=fapl, fcpl=fcpl)
File "h5py/_objects.pyx", line 54, in h5py._objects.with_phil.wrapper
File "h5py/_objects.pyx", line 55, in h5py._objects.with_phil.wrapper
File "h5py/h5f.pyx", line 108, in h5py.h5f.create
OSError: Unable to create file (unable to open file: name = 'multiple_data/bluehex_diversity_no/X_and_y_test_2019-10_2020-09_unnormalized.h5', errno = 2, error message = 'No such file or directory', flags = 13, o_flags = 242)

I've placed the bluehex data in the multiple_data directory along with the ember data from the google drive.

Thanks for your sharing the code! I couldn't find the pre-trained ember model. There is a print statement in concept_drift_ember.py : {fixed_model_path} not exist, need to execute "run_contro.sh" with ember as the training set first.
But I couldn't find run_contro.sh . Is there any google drive link for pretrained ember GBT model?
Thanks