├── .github └── workflows │ └── pylint.yml ├── LICENSE ├── README.md ├── components ├── 2021-06-01 12-34-16_Trim.gif ├── PCA.pkl ├── SScaler.pkl ├── malware_model.h5 └── model.pkl ├── notebooks ├── MalwareDetection (1).ipynb └── fastapi_server_for_model.ipynb ├── scripts ├── exe_to_png.py ├── peDataDumpPreprocess.py └── preprocessPNG.py └── server └── server.py /.github/workflows/pylint.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/.github/workflows/pylint.yml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/README.md -------------------------------------------------------------------------------- /components/2021-06-01 12-34-16_Trim.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/components/2021-06-01 12-34-16_Trim.gif -------------------------------------------------------------------------------- /components/PCA.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/components/PCA.pkl -------------------------------------------------------------------------------- /components/SScaler.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/components/SScaler.pkl -------------------------------------------------------------------------------- /components/malware_model.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/components/malware_model.h5 -------------------------------------------------------------------------------- /components/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/components/model.pkl -------------------------------------------------------------------------------- /notebooks/MalwareDetection (1).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/notebooks/MalwareDetection (1).ipynb -------------------------------------------------------------------------------- /notebooks/fastapi_server_for_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/notebooks/fastapi_server_for_model.ipynb -------------------------------------------------------------------------------- /scripts/exe_to_png.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/scripts/exe_to_png.py -------------------------------------------------------------------------------- /scripts/peDataDumpPreprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/scripts/peDataDumpPreprocess.py -------------------------------------------------------------------------------- /scripts/preprocessPNG.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/scripts/preprocessPNG.py -------------------------------------------------------------------------------- /server/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avdhoot0303/Malware-detection-of-PE-files/HEAD/server/server.py --------------------------------------------------------------------------------