├── .dockerignore ├── .env.example ├── .github └── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── .gitignore ├── .pylintrc ├── Classification ├── Classify.sh ├── ClassifyPrograms.py ├── MalwareDetection.sh ├── Models │ ├── CNNModel.py │ ├── DGCNNModel.py │ ├── GCNModel.py │ ├── KNNModel.py │ ├── LSTMModel.py │ ├── LogisticRegressionModel.py │ ├── MLPModel.py │ ├── Model.py │ ├── RandomForestModel.py │ ├── SVMModel.py │ └── __init__.py ├── SpeedupBenchmarkGame.sh └── Utils │ ├── DatasetSetup.py │ ├── FlagSetup.py │ ├── GeneralSetup.py │ ├── ResultSetup.py │ └── __init__.py ├── Compilation ├── Compile.sh ├── CompileBenchmarkGame.sh ├── CompileOLLVM.sh └── ResetFolder.sh ├── Dockerfile ├── Docs ├── examples.gif └── yali.png ├── Entrypoint └── start.sh ├── Extraction ├── Extract.sh └── Utils │ ├── ConvertCSVToNP.py │ └── ConvertCSVToNPExt.py ├── HistogramPass ├── CMakeLists.txt ├── Histogram │ ├── CMakeLists.txt │ ├── ExtraFeatures.cpp │ ├── ExtraFeatures.h │ ├── Histogram.cpp │ └── Histogram.h ├── README.md └── opcodes.csv ├── LICENSE ├── MalwareDataset ├── bytecodes_llvm_4_nof_insts_48.txt ├── mirai │ ├── Apex_Predator.ll │ ├── Arcane.ll │ ├── B1nary.ll │ ├── BallPit.ll │ ├── Beastmode.ll │ ├── CyberWar.ll │ ├── Demeter.ll │ ├── Demon.a.ll │ ├── Demon.e.ll │ ├── Execution.i.ll │ ├── Extendo.ll │ ├── FBot.a.ll │ ├── Galaxy.d.ll │ ├── Galaxy.g.ll │ ├── Hades.ll │ ├── Hakai.a.ll │ ├── Joker.ll │ ├── Josho.b.ll │ ├── Josho.c.ll │ ├── Katrina.a.ll │ ├── Kira.ll │ ├── Kowai.ll │ ├── L33t.ll │ ├── L7.ll │ ├── Lulz.ll │ ├── Oblivion.ll │ ├── Okami.ll │ ├── Onryo.ll │ ├── Oreo.ll │ ├── OwariReborn.ll │ ├── Razor.ll │ ├── Reaper.a.ll │ ├── Reaper.b.ll │ ├── Rektbot.ll │ ├── Renegade.ll │ ├── Selfrep.ll │ ├── Shinto.d.ll │ ├── Sora.ll │ ├── Sythe.ll │ ├── Ultron.a.ll │ ├── Void.ll │ ├── Yagi.ll │ ├── Yakuza.ll │ ├── Yummy.ll │ ├── Zekrom.ll │ ├── eragon.ll │ └── eragon2.0.ll └── spec_cpu_2006_range │ ├── astar_CreateWay_.ll │ ├── dealII_block_sparse_matrix_ez.ll │ ├── dealII_data_out_rotation.ll │ ├── dealII_fe_dgq.ll │ ├── dealII_fe_nedelec.ll │ ├── dealII_full_matrix.double.ll │ ├── dealII_grid_refinement.ll │ ├── dealII_mapping_q.ll │ ├── dealII_mg_dof_tools.ll │ ├── dealII_persistent_tria.ll │ ├── dealII_polynomial_space.ll │ ├── dealII_sparse_matrix.double.ll │ ├── dealII_tria.all_dimensions.ll │ ├── dealII_vector.ll │ ├── gcc_builtins.ll │ ├── gcc_calls.ll │ ├── gcc_cppinit.ll │ ├── gcc_dbxout.ll │ ├── gcc_except.ll │ ├── gcc_final.ll │ ├── gcc_flow.ll │ ├── gcc_global.ll │ ├── gcc_ifcvt.ll │ ├── gcc_local-alloc.ll │ ├── gcc_regmove.ll │ ├── gcc_regrename.ll │ ├── gcc_stor-layout.ll │ ├── gobmk_board.ll │ ├── gobmk_josekidb.ll │ ├── gobmk_matchpat.ll │ ├── gobmk_optics.ll │ ├── gobmk_play_gtp.ll │ ├── h264ref_fast_me.ll │ ├── h264ref_lencod.ll │ ├── h264ref_q_matrix.ll │ ├── h264ref_ratectl.ll │ ├── h264ref_sei.ll │ ├── hmmer_hmmio.ll │ ├── hmmer_sqio.ll │ ├── hmmer_stockholm.ll │ ├── milc_io_lat4.ll │ ├── povray_hfield.ll │ ├── povray_lighting.ll │ ├── povray_mesh.ll │ ├── povray_pattern.ll │ ├── povray_render.ll │ ├── povray_warps.ll │ └── sjeng_proof.ll ├── README.md ├── Representations ├── Embeddings │ ├── ExtractHistogram.py │ ├── ExtractIr2vec.py │ ├── ExtractMilepost.py │ ├── ExtractStellarGraph.py │ └── __init__.py ├── ExtractRepresentations.py └── Utils │ ├── FlagSetup.py │ ├── GeneralSetup.py │ ├── HistogramInfo.txt │ ├── MilepostInfo.txt │ └── __init__.py ├── Statistics ├── DataAnalysis.ipynb ├── EmbeddingResults.ipynb ├── Experiments │ └── FeatureEngineering │ │ ├── FeatureEngineering.sh │ │ ├── GenerateFeaturesCombination.py │ │ └── README.md ├── GameResults.ipynb ├── ResourceResults.ipynb ├── StrategiesResults.ipynb ├── Utils │ ├── Analysis.py │ ├── ChartGen.py │ ├── Constants.py │ ├── DatasetSetup.py │ ├── Game.py │ ├── Game1.py │ ├── Game2.py │ ├── Game3.py │ ├── GameInfo.py │ ├── StrategiesInfo.py │ └── __init__.py └── __init__.py ├── Volume └── Irs │ ├── 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