MUMBAI, India, June 24 -- Intellectual Property India has published a patent application (202617061878 A) filed by Siemens Aktiengesellschaft on May 15, 2026, for Method To Detect And Mitigate Adversarial Attacks Impacting Ai And Human Perception In The Industrial Metaverse.
Inventors include Mahmoudi, Charif; Aghaie, Anita; and Krebs, Hannah.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: An attack vector to user perception in a metaverse scenario includes calculating a probability that a user perception in the metaverse is affected based on each perceivable element in the metaverse environment and a probability that each perceivable element is likely to affect the user's perception. The probability is calculated as a ratio of an unconditional probability of a conjunction of a hypothesis and a given body of data to an unconditional probability of the data alone. The probability is further calculated by looping over each of the perceivable elements and updating a probability of alteration of the user perception. The method may further define a threshold for the calculated probability and generate an alert when the calculated probability exceeds the defined threshold. A knowledge graph defines domain knowledge and is leveraged to produce contextual information that defines the likely hood that a combination of inputs will affect the viewer's perception.
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