DefensesarXiv 2610.11942·Oct 8LGWM: Verifying GUI agent screen transitions with action-conditioned world modelsProposes LGWM, using an action-conditioned world model to verify GUI agent screen transitions.arXiv2610.11942PublishedOct 8LayerApplication layerSettingBrowser and computer useEvaluated modelsLGWMDefensesMonitoring and auditingAttacksPrompt injectionComponentMonitors+1+1Paper analysisRead analysis