├── LICENSE ├── README.md ├── dl_analysis ├── evaluate.py ├── evaluation_log_DL.txt ├── training.py ├── training_log_reduced_dataset_cnn.txt └── training_log_reduced_dataset_mlp.txt ├── lists_reduced_dataset ├── files_lists_tagmaps=executable_classification.npy ├── files_lists_tagmaps=family_classification.npy ├── files_lists_tagmaps=novelty_classification.npy ├── files_lists_tagmaps=obfuscation_classification.npy ├── files_lists_tagmaps=packer_identification.npy ├── files_lists_tagmaps=type_classification.npy └── files_lists_tagmaps=virtualization_identification.npy ├── lists_selected_bandwidth ├── files_lists_tagmaps=executable_classification.npy ├── files_lists_tagmaps=family_classification.npy ├── files_lists_tagmaps=novelty_classification.npy ├── files_lists_tagmaps=obfuscation_classification.npy ├── files_lists_tagmaps=packer_identification.npy ├── files_lists_tagmaps=type_classification.npy └── files_lists_tagmaps=virtualization_identification.npy ├── ml_analysis ├── NB.py ├── SVM.py ├── evaluate.py ├── log-evaluation_reduced_dataset.txt ├── log-evaluation_selected_bandwidth.txt └── read_logs.py ├── pre-processings ├── accumulator.py ├── bandwidth_extractor.py ├── corr.py ├── displayer.py ├── list_manipulation.py ├── nicv.py ├── signal_processing.py └── tagmaps │ ├── executable_classification.csv │ ├── family_classification.csv │ ├── novelty_classification.csv │ ├── obfuscation_classification.csv │ ├── packer_identification.csv │ ├── type_classification.csv │ └── virtualization_identification.csv ├── requirements.txt ├── run_dl_on_reduced_dataset.sh ├── run_dl_on_selected_bandwidth.sh ├── run_ml_on_reduced_dataset.sh ├── run_ml_on_selected_bandwidth.sh └── update_lists.sh /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/README.md -------------------------------------------------------------------------------- /dl_analysis/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/dl_analysis/evaluate.py -------------------------------------------------------------------------------- /dl_analysis/evaluation_log_DL.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/dl_analysis/evaluation_log_DL.txt -------------------------------------------------------------------------------- /dl_analysis/training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/dl_analysis/training.py -------------------------------------------------------------------------------- /dl_analysis/training_log_reduced_dataset_cnn.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/dl_analysis/training_log_reduced_dataset_cnn.txt -------------------------------------------------------------------------------- /dl_analysis/training_log_reduced_dataset_mlp.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/dl_analysis/training_log_reduced_dataset_mlp.txt -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=executable_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=executable_classification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=family_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=family_classification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=novelty_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=novelty_classification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=obfuscation_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=obfuscation_classification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=packer_identification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=packer_identification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=type_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=type_classification.npy -------------------------------------------------------------------------------- /lists_reduced_dataset/files_lists_tagmaps=virtualization_identification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_reduced_dataset/files_lists_tagmaps=virtualization_identification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=executable_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=executable_classification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=family_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=family_classification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=novelty_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=novelty_classification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=obfuscation_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=obfuscation_classification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=packer_identification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=packer_identification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=type_classification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=type_classification.npy -------------------------------------------------------------------------------- /lists_selected_bandwidth/files_lists_tagmaps=virtualization_identification.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/lists_selected_bandwidth/files_lists_tagmaps=virtualization_identification.npy -------------------------------------------------------------------------------- /ml_analysis/NB.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/NB.py -------------------------------------------------------------------------------- /ml_analysis/SVM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/SVM.py -------------------------------------------------------------------------------- /ml_analysis/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/evaluate.py -------------------------------------------------------------------------------- /ml_analysis/log-evaluation_reduced_dataset.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/log-evaluation_reduced_dataset.txt -------------------------------------------------------------------------------- /ml_analysis/log-evaluation_selected_bandwidth.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/log-evaluation_selected_bandwidth.txt -------------------------------------------------------------------------------- /ml_analysis/read_logs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/ml_analysis/read_logs.py -------------------------------------------------------------------------------- /pre-processings/accumulator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/accumulator.py -------------------------------------------------------------------------------- /pre-processings/bandwidth_extractor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/bandwidth_extractor.py -------------------------------------------------------------------------------- /pre-processings/corr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/corr.py -------------------------------------------------------------------------------- /pre-processings/displayer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/displayer.py -------------------------------------------------------------------------------- /pre-processings/list_manipulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/list_manipulation.py -------------------------------------------------------------------------------- /pre-processings/nicv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/nicv.py -------------------------------------------------------------------------------- /pre-processings/signal_processing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/signal_processing.py -------------------------------------------------------------------------------- /pre-processings/tagmaps/executable_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/executable_classification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/family_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/family_classification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/novelty_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/novelty_classification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/obfuscation_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/obfuscation_classification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/packer_identification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/packer_identification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/type_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/type_classification.csv -------------------------------------------------------------------------------- /pre-processings/tagmaps/virtualization_identification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/pre-processings/tagmaps/virtualization_identification.csv -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/requirements.txt -------------------------------------------------------------------------------- /run_dl_on_reduced_dataset.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/run_dl_on_reduced_dataset.sh -------------------------------------------------------------------------------- /run_dl_on_selected_bandwidth.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/run_dl_on_selected_bandwidth.sh -------------------------------------------------------------------------------- /run_ml_on_reduced_dataset.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/run_ml_on_reduced_dataset.sh -------------------------------------------------------------------------------- /run_ml_on_selected_bandwidth.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/run_ml_on_selected_bandwidth.sh -------------------------------------------------------------------------------- /update_lists.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahma-hub/analysis/HEAD/update_lists.sh --------------------------------------------------------------------------------