├── Investigation_Reports.ipynb ├── LICENSE ├── README.md ├── ROC_Curve.ipynb ├── System_Architecture.png ├── bash_src ├── hyperparameter_for_megrapt.sh ├── load_to_stardog.sh ├── run-megrapt-on-a-query-graph-with-other-extraction-methods.sh ├── run-megrapt-on-a-query-graph.sh ├── run-megrapt-per-host-for-evaluation-with-other-extraction-methods.sh ├── run-megrapt-per-host-for-evaluation.sh ├── run-megrapt-with-variance-size.sh ├── train_megrapt_model.sh └── train_simgnn.sh ├── dataset ├── darpa_cadets │ ├── experiments │ │ └── DEMO │ │ │ ├── predict │ │ │ ├── darpa_cadets_2rgcn_Lr0.001_Dr0_128-92-64_1000_similarity │ │ │ │ ├── similarity_matrix_BSD_1_in_attack_BSD_1.pt │ │ │ │ ├── similarity_matrix_BSD_2_in_attack_BSD_2.pt │ │ │ │ ├── similarity_matrix_BSD_3_in_attack_BSD_3_4.pt │ │ │ │ └── similarity_matrix_BSD_4_in_attack_BSD_3_4.pt │ │ │ ├── dgl_prediction_graphs_BSD_1_in_attack_BSD_1.pt │ │ │ ├── dgl_prediction_graphs_BSD_2_in_attack_BSD_2.pt │ │ │ ├── dgl_prediction_graphs_BSD_3_in_attack_BSD_3_4.pt │ │ │ ├── dgl_prediction_graphs_BSD_4_in_attack_BSD_3_4.pt │ │ │ ├── nx_accepted_suspSubGraphs_BSD_1_in_attack_BSD_1.pt │ │ │ ├── nx_accepted_suspSubGraphs_BSD_2_in_attack_BSD_2.pt │ │ │ ├── nx_accepted_suspSubGraphs_BSD_3_in_attack_BSD_3_4.pt │ │ │ ├── nx_accepted_suspSubGraphs_BSD_4_in_attack_BSD_3_4.pt │ │ │ ├── nx_suspicious_BSD_1_in_attack_BSD_1.pt │ │ │ ├── nx_suspicious_BSD_2_in_attack_BSD_2.pt │ │ │ ├── nx_suspicious_BSD_3_in_attack_BSD_3_4.pt │ │ │ └── nx_suspicious_BSD_4_in_attack_BSD_3_4.pt │ │ │ ├── processed │ │ │ ├── pre_filter.pt │ │ │ ├── pre_transform.pt │ │ │ ├── predict_dataset │ │ │ │ ├── BSD_1_in_attack_BSD_1.pt │ │ │ │ ├── BSD_2_in_attack_BSD_2.pt │ │ │ │ ├── BSD_3_in_attack_BSD_3_4.pt │ │ │ │ └── BSD_4_in_attack_BSD_3_4.pt │ │ │ └── query_graphs_dataset.pt │ │ │ └── raw │ │ │ ├── torch_prediction │ │ │ ├── BSD_1_in_attack_BSD_1.pt │ │ │ ├── BSD_2_in_attack_BSD_2.pt │ │ │ ├── BSD_3_in_attack_BSD_3_4.pt │ │ │ └── BSD_4_in_attack_BSD_3_4.pt │ │ │ └── torch_query_dataset.pt │ ├── query_graphs │ │ ├── BSD_1.json │ │ ├── BSD_2.json │ │ ├── BSD_3.json │ │ └── BSD_4.json │ └── query_graphs_IOCs.json ├── darpa_optc │ ├── query_graphs │ │ ├── Custom_PowerShell_Empire.json │ │ ├── Malicious_Upgrade.json │ │ └── Plain_PowerShell_Empire.json │ ├── query_graphs_IOCs.json │ └── query_graphs_allQgNodes.json ├── darpa_theia │ ├── experiments │ │ └── DEMO │ │ │ ├── predict │ │ │ ├── darpa_theia_2rgcn_Lr0.001_Dr0.5_64-64-32_1000_similarity │ │ │ │ ├── similarity_matrix_Linux_1_in_attack_linux_1_2.pt │ │ │ │ └── similarity_matrix_Linux_2_in_attack_linux_1_2.pt │ │ │ ├── dgl_prediction_graphs_Linux_1_in_attack_linux_1_2.pt │ │ │ ├── dgl_prediction_graphs_Linux_2_in_attack_linux_1_2.pt │ │ │ ├── nx_accepted_suspSubGraphs_Linux_1_in_attack_linux_1_2.pt │ │ │ ├── nx_accepted_suspSubGraphs_Linux_2_in_attack_linux_1_2.pt │ │ │ ├── nx_suspicious_Linux_1_in_attack_linux_1_2.pt │ │ │ └── nx_suspicious_Linux_2_in_attack_linux_1_2.pt │ │ │ ├── processed │ │ │ ├── pre_filter.pt │ │ │ ├── pre_transform.pt │ │ │ ├── predict_dataset │ │ │ │ ├── Linux_1_in_attack_linux_1_2.pt │ │ │ │ └── Linux_2_in_attack_linux_1_2.pt │ │ │ └── query_graphs_dataset.pt │ │ │ └── raw │ │ │ ├── torch_prediction │ │ │ ├── Linux_1_in_attack_linux_1_2.pt │ │ │ └── Linux_2_in_attack_linux_1_2.pt │ │ │ └── torch_query_dataset.pt │ ├── query_graphs │ │ ├── Linux_1.json │ │ └── Linux_2.json │ └── query_graphs_IOCs.json └── darpa_trace │ ├── experiments │ └── DEMO │ │ ├── predict │ │ ├── darpa_trace_1rgcn_Lr0.0001_Dr0.5_128-92-64_1000_similarity │ │ │ ├── similarity_matrix_Linux_3_in_attack_linux_3.pt │ │ │ └── similarity_matrix_Linux_4_in_attack_linux_4.pt │ │ ├── darpa_trace_1rgcn_Lr0.0001_Dr0_128-92-64_1000_similarity │ │ │ ├── similarity_matrix_Linux_3_in_attack_linux_3.pt │ │ │ └── similarity_matrix_Linux_4_in_attack_linux_4.pt │ │ ├── dgl_prediction_graphs_Linux_3_in_attack_linux_3.pt │ │ ├── dgl_prediction_graphs_Linux_4_in_attack_linux_4.pt │ │ ├── nx_accepted_suspSubGraphs_Linux_3_in_attack_linux_3.pt │ │ ├── nx_accepted_suspSubGraphs_Linux_4_in_attack_linux_4.pt │ │ ├── nx_suspicious_Linux_3_in_attack_linux_3.pt │ │ └── nx_suspicious_Linux_4_in_attack_linux_4.pt │ │ ├── processed │ │ ├── pre_filter.pt │ │ ├── pre_transform.pt │ │ ├── predict_dataset │ │ │ ├── Linux_3_in_attack_linux_3.pt │ │ │ └── Linux_4_in_attack_linux_4.pt │ │ └── query_graphs_dataset.pt │ │ └── raw │ │ ├── torch_prediction │ │ ├── Linux_3_in_attack_linux_3.pt │ │ └── Linux_4_in_attack_linux_4.pt │ │ └── torch_query_dataset.pt │ ├── query_graphs │ ├── Linux_3.json │ └── Linux_4.json │ └── query_graphs_IOCs.json ├── model ├── megrapt │ ├── darpa_cadets │ │ ├── darpa_cadets_2rgcn_Lr0.001_Dr0_128-92-64_1000.pt │ │ └── darpa_cadets_2rgcn_Lr0.001_Dr0_64-64-32_1000.pt │ ├── darpa_optc │ │ ├── darpa_optc_1rgcn_Lr0.0001_Dr0_128-92-64_1000.pt │ │ └── darpa_optc_2rgcn_Lr0.001_Dr0_64-64-32_1000.pt │ ├── darpa_theia │ │ ├── darpa_theia_2rgcn_Lr0.001_Dr0.5_64-64-32_1000.pt │ │ └── darpa_theia_2rgcn_Lr0.001_Dr0_64-64-32_1000.pt │ └── darpa_trace │ │ └── darpa_trace_1rgcn_Lr0.0001_Dr0_128-92-64_1000.pt └── simgnn │ ├── darpa_optc_3gcn_Lr0.001_Dr0_64-32-16_10000.pt │ ├── darpa_tc3_3gcn_Lr0.001_Dr0_64-32-16_1000.pt │ ├── darpa_theia_3gcn_Lr0.001_Dr0_64-32-16_1000.pt │ └── darpa_trace_3gcn_Lr0.001_Dr0_64-32-16_1000.pt ├── requirements.txt ├── setup_envirorment.sh ├── src ├── compute_ged_for_training.py ├── darpaDataset.py ├── darpa_optc │ ├── __pycache__ │ │ └── simgnn.cpython-38.pyc │ ├── construct_pg_darpa_optc.py │ ├── construct_rdf_graph_darpa_optc.py │ ├── extract_rdf_subgraphs_optc.py │ └── variations_of_extract_subgraphs_optc.py ├── darpa_tc3 │ ├── __pycache__ │ │ └── simgnn.cpython-38.pyc │ ├── construct_pg_cadets.py │ ├── construct_pg_theia.py │ ├── construct_pg_trace.py │ ├── construct_pg_trace_linux3_join.py │ ├── construct_pg_trace_linux3_splits.py │ ├── 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