gym_csle_stopping_game package

Subpackages

• gym_csle_stopping_game.constants package
  • Submodules
  • gym_csle_stopping_game.constants.constants module
    • ENV_METRICS
      • ENV_METRICS.ATTACKER_ACTION
      • ENV_METRICS.AVERAGE_DEFENDER_BASELINE_STOP_ON_FIRST_ALERT_RETURN
      • ENV_METRICS.AVERAGE_UPPER_BOUND_RETURN
      • ENV_METRICS.BELIEF
      • ENV_METRICS.DEFENDER_ACTION
      • ENV_METRICS.INTRUSION_END
      • ENV_METRICS.INTRUSION_LENGTH
      • ENV_METRICS.INTRUSION_START
      • ENV_METRICS.OBSERVATION
      • ENV_METRICS.RETURN
      • ENV_METRICS.START_POINT_CORRECT
      • ENV_METRICS.STATE
      • ENV_METRICS.STOP
      • ENV_METRICS.STOPS_REMAINING
      • ENV_METRICS.TIME_HORIZON
      • ENV_METRICS.TIME_STEP
      • ENV_METRICS.WEIGHTED_INTRUSION_PREDICTION_DISTANCE
    • STATIC_ATTACKER_STRATEGIES
      • STATIC_ATTACKER_STRATEGIES.RANDOM
    • STATIC_DEFENDER_STRATEGIES
      • STATIC_DEFENDER_STRATEGIES.RANDOM
  • Module contents
• gym_csle_stopping_game.dao package
  • Submodules
  • gym_csle_stopping_game.dao.stopping_game_attacker_mdp_config module
    • StoppingGameAttackerMdpConfig
      • StoppingGameAttackerMdpConfig.from_dict()
      • StoppingGameAttackerMdpConfig.from_json_file()
      • StoppingGameAttackerMdpConfig.to_dict()
  • gym_csle_stopping_game.dao.stopping_game_config module
    • StoppingGameConfig
      • StoppingGameConfig.attacker_action_space()
      • StoppingGameConfig.attacker_observation_space()
      • StoppingGameConfig.defender_action_space()
      • StoppingGameConfig.defender_observation_space()
      • StoppingGameConfig.from_dict()
      • StoppingGameConfig.from_json_file()
      • StoppingGameConfig.to_dict()
  • gym_csle_stopping_game.dao.stopping_game_defender_pomdp_config module
    • StoppingGameDefenderPomdpConfig
      • StoppingGameDefenderPomdpConfig.from_dict()
      • StoppingGameDefenderPomdpConfig.from_json_file()
      • StoppingGameDefenderPomdpConfig.to_dict()
  • gym_csle_stopping_game.dao.stopping_game_state module
    • StoppingGameState
      • StoppingGameState.attacker_observation()
      • StoppingGameState.defender_observation()
      • StoppingGameState.from_dict()
      • StoppingGameState.from_json_file()
      • StoppingGameState.reset()
      • StoppingGameState.to_dict()
  • Module contents
• gym_csle_stopping_game.envs package
  • Submodules
  • gym_csle_stopping_game.envs.stopping_game_env module
    • StoppingGameEnv
      • StoppingGameEnv.generate_random_particles()
      • StoppingGameEnv.get_observation_from_history()
      • StoppingGameEnv.get_traces()
      • StoppingGameEnv.is_attack_action_legal()
      • StoppingGameEnv.is_defense_action_legal()
      • StoppingGameEnv.is_state_terminal()
      • StoppingGameEnv.manual_play()
      • StoppingGameEnv.mean()
      • StoppingGameEnv.render()
      • StoppingGameEnv.reset()
      • StoppingGameEnv.reset_traces()
      • StoppingGameEnv.set_model()
      • StoppingGameEnv.set_state()
      • StoppingGameEnv.step()
      • StoppingGameEnv.weighted_intrusion_prediction_distance()
  • gym_csle_stopping_game.envs.stopping_game_mdp_attacker_env module
    • StoppingGameMdpAttackerEnv
      • StoppingGameMdpAttackerEnv.calculate_stage_policy()
      • StoppingGameMdpAttackerEnv.generate_random_particles()
      • StoppingGameMdpAttackerEnv.get_actions_from_particles()
      • StoppingGameMdpAttackerEnv.get_traces()
      • StoppingGameMdpAttackerEnv.is_attack_action_legal()
      • StoppingGameMdpAttackerEnv.is_defense_action_legal()
      • StoppingGameMdpAttackerEnv.manual_play()
      • StoppingGameMdpAttackerEnv.render()
      • StoppingGameMdpAttackerEnv.reset()
      • StoppingGameMdpAttackerEnv.reset_traces()
      • StoppingGameMdpAttackerEnv.set_model()
      • StoppingGameMdpAttackerEnv.set_state()
      • StoppingGameMdpAttackerEnv.step()
  • gym_csle_stopping_game.envs.stopping_game_pomdp_defender_env module
    • StoppingGamePomdpDefenderEnv
      • StoppingGamePomdpDefenderEnv.add_observation_vector()
      • StoppingGamePomdpDefenderEnv.generate_random_particles()
      • StoppingGamePomdpDefenderEnv.get_actions_from_particles()
      • StoppingGamePomdpDefenderEnv.get_observation_from_history()
      • StoppingGamePomdpDefenderEnv.get_traces()
      • StoppingGamePomdpDefenderEnv.is_attack_action_legal()
      • StoppingGamePomdpDefenderEnv.is_defense_action_legal()
      • StoppingGamePomdpDefenderEnv.is_state_terminal()
      • StoppingGamePomdpDefenderEnv.manual_play()
      • StoppingGamePomdpDefenderEnv.render()
      • StoppingGamePomdpDefenderEnv.reset()
      • StoppingGamePomdpDefenderEnv.reset_traces()
      • StoppingGamePomdpDefenderEnv.set_model()
      • StoppingGamePomdpDefenderEnv.set_state()
      • StoppingGamePomdpDefenderEnv.step()
      • StoppingGamePomdpDefenderEnv.step_trace()
  • Module contents
• gym_csle_stopping_game.util package
  • Submodules
  • gym_csle_stopping_game.util.stopping_game_util module
    • StoppingGameUtil
      • StoppingGameUtil.aggregate_belief_mdp_defender()
      • StoppingGameUtil.aggregate_belief_transition_probability()
      • StoppingGameUtil.attacker_actions()
      • StoppingGameUtil.b1()
      • StoppingGameUtil.bayes_filter()
      • StoppingGameUtil.defender_actions()
      • StoppingGameUtil.find_nearest_neighbor_belief()
      • StoppingGameUtil.generate_aggregate_belief_reward_tensor()
      • StoppingGameUtil.generate_aggregate_belief_space()
      • StoppingGameUtil.generate_aggregate_belief_transition_operator()
      • StoppingGameUtil.next_belief()
      • StoppingGameUtil.observation_space()
      • StoppingGameUtil.observation_tensor()
      • StoppingGameUtil.pomdp_bayes_filter()
      • StoppingGameUtil.pomdp_next_belief()
      • StoppingGameUtil.pomdp_solver_file()
      • StoppingGameUtil.reduce_R_attacker()
      • StoppingGameUtil.reduce_R_defender()
      • StoppingGameUtil.reduce_T_attacker()
      • StoppingGameUtil.reduce_T_defender()
      • StoppingGameUtil.reduce_Z_attacker()
      • StoppingGameUtil.reward_tensor()
      • StoppingGameUtil.sample_attacker_action()
      • StoppingGameUtil.sample_initial_state()
      • StoppingGameUtil.sample_next_observation()
      • StoppingGameUtil.sample_next_state()
      • StoppingGameUtil.state_space()
      • StoppingGameUtil.transition_tensor()
  • Module contents

Module contents

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