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Perception Graph for Cognitive Attack Reasoning in Augmented Reality

Published: August 30, 2025 | arXiv ID: 2509.05324v1

By: Rongqian Chen , Shu Hong , Rifatul Islam and more

Potential Business Impact:

Protects soldiers from fake AR sights.

Business Areas:
Augmented Reality Hardware, Software

Augmented reality (AR) systems are increasingly deployed in tactical environments, but their reliance on seamless human-computer interaction makes them vulnerable to cognitive attacks that manipulate a user's perception and severely compromise user decision-making. To address this challenge, we introduce the Perception Graph, a novel model designed to reason about human perception within these systems. Our model operates by first mimicking the human process of interpreting key information from an MR environment and then representing the outcomes using a semantically meaningful structure. We demonstrate how the model can compute a quantitative score that reflects the level of perception distortion, providing a robust and measurable method for detecting and analyzing the effects of such cognitive attacks.

Country of Origin
🇺🇸 United States

Page Count
3 pages

Category
Computer Science:
Artificial Intelligence