Real-time data management and integrity assurance for artificial intelligence-driven millimeter wave advanced metasurfaces
The technology described herein is directed towards rights management and integrity assurance of data for reconfigurable intelligent surfaces (metasurfaces), such as quality of experience data metrics and tile controller configuration data for configuring metasurfaces, including configurations based on artificial intelligence. Incoming signals impinging on the metasurface corresponding to rights-managed data are reflected by the metasurface as distorted signals, while authentication for access to this data is pending. An identity and access management system can be used for authentication. If access is granted, the metasurface is controlled to transmit non-distorted signals to the authenticated receiver. If access is denied, the metasurface is controlled to absorb the incoming signals. Further, information related to rights-managed data access can be recorded as a transaction in a decentralized block chain network. Path integrity to detect potential eavesdroppers can be performed, such as based on artificial intelligence generative adversarial network models.
1 . A system, comprising:
at least one processor; and
at least one memory that stores executable instructions that, when executed by the at least one processor, facilitate performance of operations, the operations comprising:
processing, via a tile controller coupled to a reconfigurable intelligent surface, incoming electromagnetic signals impinging on the reconfigurable intelligent surface, comprising:
determining that electromagnetic signals correspond to rights-managed data associated with identity and access credential data;
communicating the identity and access credential data to an authentication system;
during a pending authentication time, modifying the incoming electromagnetic signals to transmit electromagnetic signals, corresponding to the incoming electromagnetic signals, from the reconfigurable intelligent surface as distorted electromagnetic signals;
in response to access being granted by the authentication system, ceasing the modifying of the incoming electromagnetic signals to transmit the electromagnetic signals, corresponding to the incoming electromagnetic signals, from the reconfigurable intelligent surface as non-distorted electromagnetic signals; and
in response to the access being denied by the authentication system, absorbing, by the reconfigurable intelligent surface, the incoming electromagnetic signals.
2 . The system of claim 1 , wherein the modifying of the incoming electromagnetic signals is performed using an output of a trained model coupled to the tile controller.
3 . The system of claim 1 , wherein the access is granted by the authentication system, and wherein the operations further comprise recording a transaction, representative of the access grant to the rights-managed data, in a remote blockchain network.
4 . The system of claim 1 , wherein the authentication system comprises a remote integrity and access management system.
5 . The system of claim 1 , wherein the rights-managed data comprises a base station event comprising performance metrics data, wherein the access is granted by the authentication system, and wherein the operations further comprise logging the base station event.
6 . The system of claim 1 , wherein the rights-managed data corresponds to stored tile controller data associated with the tile controller and a read request, wherein the access is granted by the authentication system, and wherein the operations further comprise reading the tile controller data from a storage system in response to the read request.
7 . The system of claim 1 , wherein the rights-managed data comprises tile controller data associated with the tile controller and a write request, wherein the access is granted by the authentication system, and wherein the operations further comprise writing the tile controller data to a storage system in response to the write request.
8 . The system of claim 1 , wherein the rights-managed data corresponds configuration data associated with the reconfigurable intelligent surface, and wherein the operations further comprise applying the configuration data to change an operational state of the reconfigurable intelligent surface.
9 . The system of claim 1 , wherein the operations further comprise verifying that a signal path comprising a base station that originates the incoming electromagnetic signals, the reconfigurable intelligent surface, and a user equipment that receives transmitted electromagnetic signals from the reconfigurable intelligent surface, is valid based on at least one of: expected time of flight data representative of an expected time of flight of the incoming electromagnetic signals compared to actual time of flight data representative of an actual time of flight of the incoming electromagnetic signals, or expected angle of arrival data representative of an expected angle of arrival of the incoming electromagnetic signals compared to actual angle of arrival data representative of an actual angle of arrival of the incoming electromagnetic signals.
10 . The system of claim 9 , wherein the system comprises a centralized metasurface controller coupled to the tile controller, and wherein the verifying that the signal path is performed by network equipment that is part of a generative adversarial network that is executed via the centralized metasurface controller.
11 . The system of claim 10 , wherein the network equipment of the generative adversarial network is first network equipment of a first generative adversarial network, wherein the tile controller is coupled to second network equipment of a second generative adversarial network that is executed by the tile controller, and wherein the operations further comprise determining beam fingerprint data representative of a beam fingerprint by the second network equipment of the second generative adversarial network based on at least one of: signal impedance, signal amplitude, signal phase or signal delay, and communicating the beam fingerprint data from the tile controller to the centralized metasurface controller for use in identification of the reconfigurable intelligent surface in the signal path.
12 . The system of claim 1 , wherein the operations further comprise verifying that a signal path comprising a user equipment that originates the incoming electromagnetic signals, the reconfigurable intelligent surface, and a base station that receives transmitted electromagnetic signals from the reconfigurable intelligent surface, is valid based on at least one of: expected time of flight data representative of an expected time of flight of the incoming electromagnetic signals compared to actual time of flight data representative of an actual time of flight of the incoming electromagnetic signals, or expected angle of arrival data representative of an expected angle of arrival of the incoming electromagnetic signals compared to actual angle of arrival data representative of an actual angle of arrival of the incoming electromagnetic signals.
13 . The system of claim 12 , wherein the system further comprises a software defined metasurface controller, and wherein the verifying that the signal path is performed by a generative adversarial network that is executed via the software defined metasurface controller.
14 . A method, comprising:
controlling, by system comprising at least one controller, access to rights-managed metasurface-related data of a metasurface coupled to the at least one controller, the controlling comprising:
obtaining, by the system, identity and access credential data based on with incoming electromagnetic signals impinging on the metasurface, wherein the incoming electromagnetic signals correspond to the rights-managed metasurface-related data;
transmitting distorted electromagnetic signals from the metasurface corresponding to the incoming electromagnetic signals;
communicating the identity and access credential data to an authentication system to request access to the access to rights-managed metasurface-related data; and
in response to access being granted by the authentication system, transmitting non-distorted electromagnetic signals from the metasurface corresponding to the incoming electromagnetic signals.
15 . The method of claim 14 , wherein the controlling of the access to the rights-managed metasurface-related data further comprises, in response to the access being denied by the authentication system, absorbing, by the metasurface, the incoming electromagnetic signals.
16 . The method of claim 14 , further comprising validating, by the system, a signal path via which the incoming electromagnetic signals are received and via which the non-distorted electromagnetic signals are transmitted, wherein the signal path comprises a base station, the metasurface, and a user equipment.
17 . The method of claim 14 , further comprising communicating, by the system, a transaction, representative of the access to the rights-managed metasurface-related data being granted, to a blockchain network for recordation of the transaction.
18 . A non-transitory machine-readable medium, comprising executable instructions that, when executed by at least one processor of system, facilitate performance of operations, the operations comprising:
obtaining information that validates a signal path from a base station to a reconfigurable intelligent surface to a user equipment;
obtaining identity and management credential data associated with incoming electromagnetic signals impinging on the reconfigurable intelligent surface;
reflecting distorted electromagnetic signals from the reconfigurable intelligent surface corresponding to first incoming electromagnetic signals of the incoming electromagnetic signals;
communicating the identity and access credential data to an authentication system to request access to the access to rights-managed data associated with the incoming electromagnetic signals; and
in response to access being granted by the authentication system, transmitting non-distorted electromagnetic signals from the metasurface corresponding to corresponding to second incoming electromagnetic signals of the incoming electromagnetic signals.
19 . The non-transitory machine-readable medium of claim 18 , wherein the operations further comprise, in response to the access being denied by the authentication system, absorbing, by the reconfigurable intelligent surface, the second incoming electromagnetic signals.
20 . The non-transitory machine-readable medium of claim 18 , wherein the operations further comprise communicating a transaction, representative of the access to the rights-managed metasurface-related data being granted, to a blockchain network for recording of the transaction.