EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification
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View Code? Open in Web Editor NEWEBSNN: Extended Byte Segment Neural Network for Network Traffic Classification
License: MIT License
EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification
License: MIT License
Hi, DCMMC!
I have the pleasure of perusing your paper. But I was confused about how to transform raw pcap files to .traffic format. Can you update the code of this part or provide some reference?
I just clone this repository, however, I caught some errors when I execute run.sh, the error of print as follows:
Start instance 1 of lstm and bilstm Start instance 2 of lstm and bilstm Wait for 31171 Traceback (most recent call last): File "./train.py", line 124, in <module> segment_len=SEGMENT_LEN, shuffle=SHUFFLE) File "/data/xq/ML_ids/EBSNN/datapreprocessing.py", line 371, in get_dataloader shuffle=shuffle) File "/data/xq/ML_ids/EBSNN/datapreprocessing.py", line 135, in _get_dataloader_packet driver='mpio', comm=MPI.COMM_WORLD) File "/root/miniconda3/envs/xq_py365/lib/python3.6/site-packages/h5py/_hl/files.py", line 408, in __init__ swmr=swmr) File "/root/miniconda3/envs/xq_py365/lib/python3.6/site-packages/h5py/_hl/files.py", line 173, in make_fid fid = h5f.open(name, flags, fapl=fapl) 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 88, in h5py.h5f.open OSError: Unable to open file (File does not exist, error stack: ADIOI_UFS_OPEN(39): File data/20_header_payload_all.hdf5 does not exist)
Thanks for your consideration!
I just read your paper, it is a wonderful job for me to continue learning. However, the dataset you have pointed out is invalid. Please tell us the valid link of dataset. Thanks for your consideration!
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