├── .gitignore ├── CITATION.cff ├── Debugged_CybORG ├── .gitignore ├── CybORG │ ├── CybORG │ │ ├── Agents │ │ │ ├── SimpleAgents │ │ │ │ ├── B_line.py │ │ │ │ ├── BaseAgent.py │ │ │ │ ├── BlueLoadAgent.py │ │ │ │ ├── BlueMonitorAgent.py │ │ │ │ ├── BlueReactAgent.py │ │ │ │ ├── CounterKillchainAgent.py │ │ │ │ ├── DebuggingAgent.py │ │ │ │ ├── GreenAgent.py │ │ │ │ ├── HeuristicRed.py │ │ │ │ ├── KeyboardAgent.py │ │ │ │ ├── KillchainAgent.py │ │ │ │ ├── Meander.py │ │ │ │ ├── SleepAgent.py │ │ │ │ ├── TestAgent.py │ │ │ │ ├── TestFlatFixed.py │ │ │ │ ├── TestKeyboardBlue.py │ │ │ │ ├── TestKeyboardRed.py │ │ │ │ ├── TestTableWrapper.py │ │ │ │ ├── _Demo_Blue.py │ │ │ │ ├── _Demo_Red.py │ │ │ │ └── __init__.py │ │ │ ├── Wrappers │ │ │ │ ├── BaseWrapper.py │ │ │ │ ├── BlueTableWrapper.py │ │ │ │ ├── ChallengeWrapper.py │ │ │ │ ├── EnumActionWrapper.py │ │ │ │ ├── FixedFlatWrapper.py │ │ │ │ ├── IntListToAction.py │ │ │ │ ├── OpenAIGymWrapper.py │ │ │ │ ├── RedTableWrapper.py │ │ │ │ ├── ReduceActionSpaceWrapper.py │ │ │ │ ├── RewardShape.py │ │ │ │ ├── TrueTableWrapper.py │ │ │ │ └── __init__.py │ │ │ ├── _Demo.txt │ │ │ ├── _Demo_Agents.py │ │ │ ├── __init__.py │ │ │ └── training_example.py │ │ ├── CybORG.py │ │ ├── Evaluation │ │ │ ├── __init__.py │ │ │ └── evaluation.py │ │ ├── Shared │ │ │ ├── ActionHandler.py │ │ │ ├── ActionSpace.py │ │ │ ├── Actions │ │ │ │ ├── AbstractActions │ │ │ │ │ ├── Analyse.py │ │ │ │ │ ├── DiscoverNetworkServices.py │ │ │ │ │ ├── DiscoverRemoteSystems.py │ │ │ │ │ ├── ExploitRemoteService.py │ │ │ │ │ ├── Impact.py │ │ │ │ │ ├── Misinform.py │ │ │ │ │ ├── Monitor.py │ │ │ │ │ ├── PrivilegeEscalate.py │ │ │ │ │ ├── Remove.py │ │ │ │ │ ├── Restore.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── Action.py │ │ │ │ ├── AgentActions │ │ │ │ │ ├── AgentAction.py │ │ │ │ │ ├── AgentSleep.py │ │ │ │ │ ├── CreateSession.py │ │ │ │ │ ├── GetInitialAgentObservation.py │ │ │ │ │ ├── ListSessions.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── ConcreteActions │ │ │ │ │ ├── BlueKeep.py │ │ │ │ │ ├── ConcreteAction.py │ │ │ │ │ ├── DecoyApache.py │ │ │ │ │ ├── DecoyFemitter.py │ │ │ │ │ ├── DecoyHarakaSMPT.py │ │ │ │ │ ├── DecoySSHD.py │ │ │ │ │ ├── DecoySmss.py │ │ │ │ │ ├── DecoySvchost.py │ │ │ │ │ ├── DecoyTomcat.py │ │ │ │ │ ├── DecoyVsftpd.py │ │ │ │ │ ├── DensityScout.py │ │ │ │ │ ├── EscalateAction.py │ │ │ │ │ ├── EternalBlue.py │ │ │ │ │ ├── ExploitAction.py │ │ │ │ │ ├── FTPDirectoryTraversal.py │ │ │ │ │ ├── HTTPRFI.py │ │ │ │ │ ├── HTTPSRFI.py │ │ │ │ │ ├── HarakaRCE.py │ │ │ │ │ ├── JuicyPotato.py │ │ │ │ │ ├── Pingsweep.py │ │ │ │ │ ├── Portscan.py │ │ │ │ │ ├── RemoteCodeExecutionOnSMTP.py │ │ │ │ │ ├── RestoreFromBackup.py │ │ │ │ │ ├── SQLInjection.py │ │ │ │ │ ├── SSHBruteForce.py │ │ │ │ │ ├── SigCheck.py │ │ │ │ │ ├── StopProcess.py │ │ │ │ │ ├── StopService.py │ │ │ │ │ ├── V4L2KernelExploit.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── GameActions │ │ │ │ │ ├── CreateAgent.py │ │ │ │ │ ├── GameAction.py │ │ │ │ │ ├── GameEcho.py │ │ │ │ │ ├── GameSleep.py │ │ │ │ │ ├── GetTrueState.py │ │ │ │ │ ├── ListAgents.py │ │ │ │ │ ├── ListAllSessions.py │ │ │ │ │ ├── ResetGame.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── GlobalActions │ │ │ │ │ ├── CreateGame.py │ │ │ │ │ ├── GlobalAction.py │ │ │ │ │ ├── GlobalEcho.py │ │ │ │ │ ├── GlobalSleep.py │ │ │ │ │ ├── ListGames.py │ │ │ │ │ ├── ShutdownGame.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── GreenActions │ │ │ │ │ ├── GreenConnection.py │ │ │ │ │ ├── GreenPingSweep.py │ │ │ │ │ ├── GreenPortScan.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── LocalShellActions │ │ │ │ │ ├── LocalShellEcho.py │ │ │ │ │ ├── LocalShellSleep.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── MSFActionsFolder │ │ │ │ │ ├── MSFAction.py │ │ │ │ │ ├── MSFAutoroute.py │ │ │ │ │ ├── MSFPersistenceFolder │ │ │ │ │ │ ├── ServicePersistenceWindows.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── MSFPrivilegeEscalationFolder │ │ │ │ │ │ ├── MSFPrivilegeEscalation.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── MSFScannerFolder │ │ │ │ │ │ ├── MSFPingsweep.py │ │ │ │ │ │ ├── MSFPortscan.py │ │ │ │ │ │ ├── MSFScanner.py │ │ │ │ │ │ ├── TomcatCredentialScanner.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── MeterpreterActionsFolder │ │ │ │ │ │ ├── GetPid.py │ │ │ │ │ │ ├── GetShell.py │ │ │ │ │ │ ├── GetUid.py │ │ │ │ │ │ ├── LocalTime.py │ │ │ │ │ │ ├── MeterpreterAction.py │ │ │ │ │ │ ├── MeterpreterIPConfig.py │ │ │ │ │ │ ├── MeterpreterPS.py │ │ │ │ │ │ ├── MeterpreterReboot.py │ │ │ │ │ │ ├── SysInfo.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── RemoteCodeExecutionFolder │ │ │ │ │ │ ├── MS17_010_PSExec.py │ │ │ │ │ │ ├── MSFEternalBlue.py │ │ │ │ │ │ ├── PSExec.py │ │ │ │ │ │ ├── RemoteCodeExecution.py │ │ │ │ │ │ ├── RubyOnRails.py │ │ │ │ │ │ ├── SSHLoginExploit.py │ │ │ │ │ │ ├── SambaUsermapScript.py │ │ │ │ │ │ ├── TomcatExploit.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── UpgradeToMeterpreter.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── SessionAction.py │ │ │ │ ├── ShellActionsFolder │ │ │ │ │ ├── AccountManipulationFolder │ │ │ │ │ │ ├── AccountManipulation.py │ │ │ │ │ │ ├── AddUserLinux.py │ │ │ │ │ │ ├── AddUserWindows.py │ │ │ │ │ │ ├── DisableUserLinux.py │ │ │ │ │ │ ├── DisableUserWindows.py │ │ │ │ │ │ ├── RemoveUserFromGroupLinux.py │ │ │ │ │ │ ├── RemoveUserFromGroupWindows.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── CredentialHarvestingFolder │ │ │ │ │ │ ├── CredentialHarvesting.py │ │ │ │ │ │ ├── ReadPasswdFile.py │ │ │ │ │ │ ├── ReadShadowFile.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── DeleteFileLinux.py │ │ │ │ │ ├── DeleteFileWindows.py │ │ │ │ │ ├── FindFlag.py │ │ │ │ │ ├── InternalEnumerationFolder │ │ │ │ │ │ ├── HostInfoEnumerationFolder │ │ │ │ │ │ │ ├── HostInfoEnumeration.py │ │ │ │ │ │ │ ├── SystemInfo.py │ │ │ │ │ │ │ ├── Uname.py │ │ │ │ │ │ │ └── __init__.py │ │ │ │ │ │ ├── InternalEnumeration.py │ │ │ │ │ │ ├── NetworkInfoEnumerationFolder │ │ │ │ │ │ │ ├── IFConfig.py │ │ │ │ │ │ │ ├── IPConfig.py │ │ │ │ │ │ │ ├── NetworkInfoEnumeration.py │ │ │ │ │ │ │ └── __init__.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── KillProcessLinux.py │ │ │ │ │ ├── KillProcessWindows.py │ │ │ │ │ ├── NetworkScanFolder │ │ │ │ │ │ ├── NetworkScan.py │ │ │ │ │ │ ├── NmapScan.py │ │ │ │ │ │ ├── PingSweep.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── OpenConnectionFolder │ │ │ │ │ │ ├── CredentialAccessFolder │ │ │ │ │ │ │ ├── BruteForceAccessFolder │ │ │ │ │ │ │ │ ├── BruteForceAccess.py │ │ │ │ │ │ │ │ ├── SSHHydraBruteForce.py │ │ │ │ │ │ │ │ └── __init__.py │ │ │ │ │ │ │ ├── CredentialAccess.py │ │ │ │ │ │ │ ├── SSHAccess.py │ │ │ │ │ │ │ └── __init__.py │ │ │ │ │ │ ├── NetcatConnect.py │ │ │ │ │ │ ├── OpenConnection.py │ │ │ │ │ │ ├── SMBAnonymousConnection.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── PersistenceFolder │ │ │ │ │ │ ├── Persistence.py │ │ │ │ │ │ ├── Schtasks.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── ServiceManipulationFolder │ │ │ │ │ │ ├── ServiceManipulation.py │ │ │ │ │ │ ├── ShellStopService.py │ │ │ │ │ │ ├── StartService.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── ShellAction.py │ │ │ │ │ ├── ShellEcho.py │ │ │ │ │ ├── ShellPS.py │ │ │ │ │ ├── ShellPrivilegeEscalationFolder │ │ │ │ │ │ ├── DirtyCowPrivilegeEscalation.py │ │ │ │ │ │ ├── LinuxKernelPrivilegeEscalation.py │ │ │ │ │ │ ├── ShellPrivilegeEscalation.py │ │ │ │ │ │ └── __init__.py │ │ │ │ │ ├── ShellSleep.py │ │ │ │ │ └── __init__.py │ │ │ │ ├── VelociraptorActionsFolder │ │ │ │ │ ├── GetAlerts.py │ │ │ │ │ ├── GetFileInfo.py │ │ │ │ │ ├── GetHostList.py │ │ │ │ │ ├── GetLocalGroups.py │ │ │ │ │ ├── GetOSInfo.py │ │ │ │ │ ├── GetProcessInfo.py │ │ │ │ │ ├── GetProcessList.py │ │ │ │ │ ├── GetProcessListForUsername.py │ │ │ │ │ ├── GetUserInfo.py │ │ │ │ │ ├── GetUserNTDS.py │ │ │ │ │ ├── GetUsers.py │ │ │ │ │ ├── HostMonitoringAction.py │ │ │ │ │ ├── KillProcessName.py │ │ │ │ │ ├── KillProcessPID.py │ │ │ │ │ ├── VelociraptorAction.py │ │ │ │ │ ├── VelociraptorArtifactAction.py │ │ │ │ │ ├── VelociraptorDisableUser.py │ │ │ │ │ ├── VelociraptorPoll.py │ │ │ │ │ ├── VelociraptorSleep.py │ │ │ │ │ └── __init__.py │ │ │ │ └── __init__.py │ │ │ ├── AgentInterface.py │ │ │ ├── BaselineRewardCalculator.py │ │ │ ├── BlueRewardCalculator.py │ │ │ ├── Config │ │ │ │ ├── Config.py │ │ │ │ ├── ConfigHelper.py │ │ │ │ ├── __init__.py │ │ │ │ └── defaultconfig.ini │ │ │ ├── Enums.py │ │ │ ├── EnvironmentController.py │ │ │ ├── HostUtils.py │ │ │ ├── Logger.py │ │ │ ├── Observation.py │ │ │ ├── Plugins │ │ │ │ ├── Plugins.py │ │ │ │ └── __init__.py │ │ │ ├── RedRewardCalculator.py │ │ │ ├── Results.py │ │ │ ├── RewardCalculator.py │ │ │ ├── Scenario.py │ │ │ ├── ScenarioParser.py │ │ │ ├── Scenarios │ │ │ │ ├── DataGatherer.py │ │ │ │ ├── Scenario1.yaml │ │ │ │ ├── Scenario1b.yaml │ │ │ │ ├── Scenario2.yaml │ │ │ │ ├── Scenario_Creator.ipynb │ │ │ │ ├── images │ │ │ │ │ ├── Gateway_image.yaml │ │ │ │ │ ├── Internal_image.yaml │ │ │ │ │ ├── Kali_Box_image.yaml │ │ │ │ │ ├── OP_Server_image.yaml │ │ │ │ │ ├── Velociraptor_Server_image.yaml │ │ │ │ │ ├── image_parser.py │ │ │ │ │ ├── images.yaml │ │ │ │ │ ├── linux_decoy_host_image.yaml │ │ │ │ │ ├── linux_user_host_image1.yaml │ │ │ │ │ ├── linux_user_host_image2.yaml │ │ │ │ │ ├── windows_user_host_image1.yaml │ │ │ │ │ └── windows_user_host_image2.yaml │ │ │ │ └── scenario_parser.py │ │ │ └── __init__.py │ │ ├── Simulator │ │ │ ├── Entity.py │ │ │ ├── File.py │ │ │ ├── Host.py │ │ │ ├── Interface.py │ │ │ ├── LocalGroup.py │ │ │ ├── MSFServerSession.py │ │ │ ├── Process.py │ │ │ ├── Service.py │ │ │ ├── Session.py │ │ │ ├── SimulationController.py │ │ │ ├── State.py │ │ │ ├── Subnet.py │ │ │ └── User.py │ │ ├── Tests │ │ │ ├── EphemeralPort.py │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── test_sim │ │ │ │ ├── __init__.py │ │ │ │ ├── conftest.py │ │ │ │ ├── test_Acceptance │ │ │ │ │ ├── agent_fixtures.py │ │ │ │ │ ├── test_cyborg_api.py │ │ │ │ │ ├── test_invalid_actions.py │ │ │ │ │ ├── test_operational_nacl.py │ │ │ │ │ ├── test_reward_function.py │ │ │ │ │ └── test_rllib.py │ │ │ │ ├── test_Actions │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_BlueActions │ │ │ │ │ │ ├── test_Deceptive_Actions │ │ │ │ │ │ │ ├── deceptive_action_fixtures.py │ │ │ │ │ │ │ ├── test_DecoyApache.py │ │ │ │ │ │ │ ├── test_DecoyFemitter.py │ │ │ │ │ │ │ ├── test_DecoyHarakaSMPT.py │ │ │ │ │ │ │ ├── test_DecoySSHD.py │ │ │ │ │ │ │ ├── test_DecoySmss.py │ │ │ │ │ │ │ ├── test_DecoySvchost.py │ │ │ │ │ │ │ ├── test_DecoyTomcat.py │ │ │ │ │ │ │ ├── test_DecoyVsftpd.py │ │ │ │ │ │ │ └── test_deception_appearance.py │ │ │ │ │ │ ├── test_analyse_restore.py │ │ │ │ │ │ ├── test_blue_analyse.py │ │ │ │ │ │ ├── test_blue_misinform.py │ │ │ │ │ │ ├── test_blue_monitor.py │ │ │ │ │ │ ├── test_blue_remove.py │ │ │ │ │ │ └── test_blue_restore.py │ │ │ │ │ ├── test_GreenActions │ │ │ │ │ │ ├── test_GreenAgent.py │ │ │ │ │ │ ├── test_GreenConnection.py │ │ │ │ │ │ ├── test_GreenPingSweep.py │ │ │ │ │ │ └── test_GreenPortScan.py │ │ │ │ │ ├── test_MSFActions │ │ │ │ │ │ ├── MSFPingSweep.py │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── test_GetUid.py │ │ │ │ │ │ ├── test_MSFPivot.py │ │ │ │ │ │ ├── test_MSFPortscan.py │ │ │ │ │ │ ├── test_MeterpreterReboot.py │ │ │ │ │ │ ├── test_SSHLoginExploit.py │ │ │ │ │ │ ├── test_ServicePersistenceWindows.py │ │ │ │ │ │ ├── test_UpgradeToMeterpreter.py │ │ │ │ │ │ └── test_ms17_010_killchain.py │ │ │ │ │ ├── test_RedActions │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── red_action_fixtures.py │ │ │ │ │ │ ├── test_DiscoverRemoteSystems.py │ │ │ │ │ │ ├── test_RedExploitActions │ │ │ │ │ │ │ ├── red_exploit_fixtures.py │ │ │ │ │ │ │ ├── test_FTPDirectoryTraversal.py │ │ │ │ │ │ │ ├── test_HTTPSRFI.py │ │ │ │ │ │ │ ├── test_HarakaRCE.py │ │ │ │ │ │ │ └── test_SQLInjection.py │ │ │ │ │ │ └── test_red_abstract_actions.py │ │ │ │ │ └── test_basic_actions.py │ │ │ │ ├── test_AgentInterface.py │ │ │ │ ├── test_Agents │ │ │ │ │ ├── agent_fixtures.py │ │ │ │ │ ├── test_DebuggingAgent.py │ │ │ │ │ ├── test_HeuristicRed.py │ │ │ │ │ ├── test_blineagent.py │ │ │ │ │ ├── test_react_blue_agent.py │ │ │ │ │ └── test_red_meander_agent.py │ │ │ │ ├── test_Enums.py │ │ │ │ ├── test_Observation.py │ │ │ │ ├── test_SimulationController.py │ │ │ │ ├── test_keyboard_agent.py │ │ │ │ ├── test_scenario.py │ │ │ │ ├── test_sim_ActionSpace.py │ │ │ │ ├── test_sim_Cyborg.py │ │ │ │ └── test_wrappers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_BlueTable.py │ │ │ │ │ ├── test_ChallengeWrapper.py │ │ │ │ │ ├── test_IntListToAction.py │ │ │ │ │ ├── test_OpenAIGymWrapper.py │ │ │ │ │ ├── test_RedTable.py │ │ │ │ │ ├── test_TrueTable.py │ │ │ │ │ └── test_wrappers.py │ │ │ └── utils.py │ │ ├── Tutorial │ │ │ ├── 0. Installation.md │ │ │ ├── 1. Introduction.ipynb │ │ │ ├── 2. Observations.ipynb │ │ │ ├── 3. Actions.ipynb │ │ │ ├── 4. Debugging Tools.ipynb │ │ │ ├── 5. Wrappers.ipynb │ │ │ ├── 6. Agents.ipynb │ │ │ └── z. Developer's Guide.md │ │ ├── __init__.py │ │ ├── profiler │ │ │ ├── __init__.py │ │ │ ├── profiler.py │ │ │ └── wrapper_profiler.py │ │ └── version.txt │ ├── LICENSE.txt │ ├── README.md │ ├── changelog.md │ ├── requirements.txt │ └── setup.py ├── LICENSE ├── README.md └── images │ ├── CAGE-Logo-small.png │ ├── TTCP-Logo-small.png │ ├── figure1.png │ └── figure2.png ├── Extras └── images │ ├── True_Network_Diagram.png │ ├── logo_cyborg.png │ └── logo_minicage.png ├── README.md └── mini_CAGE ├── README.md ├── SB3_blue_training.py ├── __init__.py ├── minimal.py ├── red_bline_agent.py ├── requirements.txt ├── single_agent_gym_wrapper.py └── test_agent.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alan-turing-institute/CybORG_plus_plus/HEAD/.gitignore -------------------------------------------------------------------------------- /CITATION.cff: 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