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Devashish Lohani
pyPID
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b178ec76
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b178ec76
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2 years ago
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Devashish Lohani
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The source code will be available once the paper is accepted at ICIP 2022.
### memAE
This is an official implementation of paper "Unsupervised and Adaptive Perimeter Intrusion Detector", at ICIP 2022.
#### Requirements
-
PyTorch == 1.4.0
-
Python==3.7.6
-
`./requirement.sh`
#### Prepare dataset
```
pyth
prepare_data.sh dataset datapath
dataset: i_LIDS
datapath: the path that you want to save the data, i.e., ./dataset/i_LIDS/
```
#### Train the model
```
pyth
Run python Train.py with parameters like dataset, frame length, width, etc.
```
#### Evaluate the model
```
pyth
python Testing.py
dataset: i_LIDS
datapath: the path that you saved the data
version: experiment version
ckpt: the checkpoint step
expdir: the path that you saved the model checkpoint
```
Note: The code will be cleaned and commented soon.
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