An approach for multi-sensor multi-factor identity verification. An identity verification platform determines biometric data associated with a user from one or more sources. The one or more sources are associated with one or more respective network sessions. The platform generates one or more respective trust scores for the one or more sources, the one or more respective network sessions, or a combination thereof based on one or more contextual parameters associated with the user, the one or more sources, the one or more respective network sessions, or a combination thereof. Then the platform verifies an identity of the user based on the biometric data and the one or more respective trust scores.