Autonomous Cyberdefense Introduces Risk: Can We Manage the Risk?
Alexandre K. Ligo, Alexander Kott, Igor Linkov
Abstract
We discuss the human role in the design and control of cyberdefenses. We focus on machine learning training and algorithmic feedback and constraints, with the aim of motivating a discussion on achieving trust in autonomous cyberdefenses.
Topics & Concepts
Computer scienceFocus (optics)Human–computer interactionControl (management)Risk analysis (engineering)Machine learningSoftware engineeringArtificial intelligencePhysicsMedicineOpticsSmart Grid Security and ResilienceNetwork Security and Intrusion DetectionInformation and Cyber Security