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Research map / Adversarial robustness and security / Attacks on text and graphs

A Security Game Combining Patrolling and Alarm-Triggered Responses Under Spatial and Detection Uncertainties

AAAI 2016 · Adversarial robustness and security › Attacks on text and graphs · approach: Attacks and defenses in sequential settings · 15 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
use dynamic attacker-response heuristic H1 instead of best static placementApprox-DP SRO patrolling · 20 targets, density 0.25defender game value: up to about +10%Helped
use dynamic attacker-response heuristic H1 instead of best static placementApprox-DP SRO patrolling · 20 targets, density 0.75defender game value: +35%Helped
use value-based heuristic H2 to select supports (ablation)Approx-DP SRO · 20 targetsdefender game value vs best placementNo clear effect
use distance-based heuristic H3 to select supports (ablation)Approx-DP SRO · 20 targetsdefender game value vs best placementNo clear effect
raise covering-cycle length bound k from 1 or 0.5 to 2 (ablation)CCO · covering cycles found in one hournumber of covering cyclesHurt
increase false negative rate alphaExact-DP SRO · 6-10 targetsoptimal game valueHurt
increase number of targetsExact-DP SRO · 6-10 targetsoptimal game valueHurt
use l=10 random restarts instead of l=1 in Approx-DP (ablation)Approx-DP SRO · |T| >= 20 vs |T| > 20game valueMixed

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