csle_defender package

Subpackages

• csle_defender.emulation package
  • Submodules
  • csle_defender.emulation.defender_stopping_middleware module
  • csle_defender.emulation.defender_update_state_middleware module
  • csle_defender.emulation.emulated_defender module
  • Module contents

Submodules

csle_defender.defender module

class csle_defender.defender.Defender

Bases: object

Represents an automated defender agent

static defender_transition(s: csle_common.dao.emulation_config.emulation_env_state.EmulationEnvState, defender_action: csle_common.dao.emulation_action.defender.emulation_defender_action.EmulationDefenderAction, attacker_action: Optional[csle_common.dao.emulation_action.attacker.emulation_attacker_action.EmulationAttackerAction] = None) → csle_common.dao.emulation_config.emulation_env_state.EmulationEnvState

Implements the transition operator of the MDP/Markov Game for defense actions, supporting both simulation and emulation mode (s, a) –> s’

Parameters

• s – the current state

• defender_action – the defender’s action of the transition

• attacker_action – previous attacker action

Returns

s’

Module contents