Defense Model

2min

You can download the defense model itself. It will include the following files:
app.py
app_log.py 
config.yaml
defense_model.h5
defense_model.onnx
deployment.yaml
docker-compose.yaml
Dockerfile
predict.py
Readme.txt
app.py : The core application logic for the defense model.
app_log.py : A logging module for effective monitoring.
config.yaml : A configuration file for customizing the defense model settings.
defense_model.h5 : The defense model itself in HDF5 format.
defense_model.onnx : An alternative format of the defense model in ONNX.
deployment.yaml : If you plan to deploy on Kubernetes, this configuration file is included.
docker-compose.yaml : For Docker container deployment, this file is provided.
Dockerfile : Required for building the Docker image.
predict.py : A script to make predictions using the defense model.
Readme.txt : Comprehensive documentation with instructions.
You can view the sample vulnerbility dashboard to view all the artifacts.
To see sample defense model for respective attack types, refer the below table.
Input type
Defense model
Image classification
﻿Extraction, Evasion﻿
Object Detection
﻿Evasion﻿
Tabular classification
﻿Extraction, Evasion﻿
Time series forecasting
﻿Deep Learning Model﻿
Explore our detailed deployment guide at Defense deployment﻿ for step-by-step instructions on deploying the defense model. 

Input type	Defense model
Image classification	Extraction, Evasion
Object Detection	Evasion
Tabular classification	Extraction, Evasion
Time series forecasting	Deep Learning Model

Updated 02 Jul 2024

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