├── Report.pdf ├── data ├── sample_data.csv ├── sample_label.csv └── sample_submission.csv ├── model_1-49-0.9795.hdf5 ├── model_2-13-0.9792.hdf5 ├── model_3-30-0.9789.hdf5 ├── model_4-18-0.9791.hdf5 ├── model_99198_45.h5 ├── paper ├── cnn_classifier_using_bytes.pdf ├── malconv.pdf └── mlp_and_rnn.pdf ├── readme.md ├── requirements.txt ├── result.csv ├── test.py └── train.py /Report.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/Report.pdf -------------------------------------------------------------------------------- /data/sample_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/data/sample_data.csv -------------------------------------------------------------------------------- /data/sample_label.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/data/sample_label.csv -------------------------------------------------------------------------------- /data/sample_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/data/sample_submission.csv -------------------------------------------------------------------------------- /model_1-49-0.9795.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/model_1-49-0.9795.hdf5 -------------------------------------------------------------------------------- /model_2-13-0.9792.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/model_2-13-0.9792.hdf5 -------------------------------------------------------------------------------- /model_3-30-0.9789.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/model_3-30-0.9789.hdf5 -------------------------------------------------------------------------------- /model_4-18-0.9791.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/model_4-18-0.9791.hdf5 -------------------------------------------------------------------------------- /model_99198_45.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/model_99198_45.h5 -------------------------------------------------------------------------------- /paper/cnn_classifier_using_bytes.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/paper/cnn_classifier_using_bytes.pdf -------------------------------------------------------------------------------- /paper/malconv.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/paper/malconv.pdf -------------------------------------------------------------------------------- /paper/mlp_and_rnn.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/paper/mlp_and_rnn.pdf -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/readme.md -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/requirements.txt -------------------------------------------------------------------------------- /result.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/result.csv -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/RayzhiYang/malware-detection/HEAD/train.py --------------------------------------------------------------------------------