International Business Machines Corporation

Kyndryl, Inc.

Jennifer L Szkatulski

Shikhar Kwatra

Adam Lee Griffin

Craig M Trim

Michael Nicholas Virnoche

Sarbajit Kumar Rakshit

Aaron K Baughman

Vijay Ekambaram

Vijay Kumar Ananthapur Bache

Joseph B Ries

Jeremy R Fox

Zachary A Silverstein

John Edward Petri

Mauro Marzorati

Padmanabha Venkatagiri Seshadri

Saravanan Sadacharam

Gray Franklin Cannon

Jennifer M Hatfield

Atul Mene

Caleb Miles

Pritesh Patel

Kelly Nicole Ryver

Darren L Lawless

Erick Black

Elio Andres Sanabria Echeverria

Thomas Bouve

Methods, computer program products, and systems are presented. The method computer program products, and systems can include, for instance: examining social network data of a user, wherein the social network data specifies social network connections of the user; obtaining from the user voice data defining a vocal utterance request of the user; converting the voice data defining the vocal utterance request of the user into a text based message; subjecting the text based message to natural language processing; determining a response message to the vocal utterance request of the user, wherein the determining the response data to the vocal utterance request of the user is performed in dependence on the examining of the social network data of the user; and presenting the response message to the user.

Social network adapted response

Embodiments are disclosed for a method for a security model. The method includes generating a machine learning model that determines probabilities of a plurality of specific techniques, tactics, and procedures (TTPs) for a security domain. The method also includes generating a machine learning model that maps multiple TTPs to a polytope for the security domain. Additionally, the method includes generating a polytope visualization having multiple visualized points in a multi-dimensional space. The visualized points represent corresponding TTPs of a same type and associated probabilities. Further, a disposition of each of the visualized points is based on the determined probabilities and the mapped plurality of TTPs.

Quantum computing machine learning for security threats

According to one embodiment, a method, computer system, and computer program product for navigating an autonomous vehicle is provided. The present invention may include measuring, in real time, movement patterns of air in the surroundings of the autonomous vehicle; analyzing the movement patterns to identify wind flow patterns, terrain, and passage in the surroundings; and navigating the autonomous vehicle based on the identified wind flow patterns, terrain, and passage.

Mobile robots enabled wind flow pattern analysis through wavelets

An audio stream received from an audio transceiver. The audio stream is in an environment that includes audio of a first user. An acoustic communication of the first user is detected from the audio stream. An audio intent trigger of the first user is identified from the audio stream and based on the acoustic communication. An assistance action for the first user is initiated in response to the audio intent trigger and by a voice-based interface.

Intent driven voice interface

Personalizing sensory feedback based on user sensitivity analysis includes maintaining user-specific parameters for provision of sensory feedback to a user in extended reality. The user-specific parameters apply to specific contextual situations and dictate levels of sensory feedback to provide via stimulus device(s) in the specific contextual situations. Based on an ascertained contextual situation of the user interacting in a target extended reality environment, a set of sensory feedback level parameters is selected for provision of sensory feedback to the user in the target extended reality environment, and stimulus device(s) in the target extended reality environment is/are automatically controlled in the provision of the sensory feedback to the user based on one or more of the selected parameters. The automatically controlling includes electronically communicating with the stimulus device(s) to control at least one stimuli provided to the user by the stimulus device(s).

Personalized sensory feedback

A processor may analyze, using an AI system, an application, where the application includes one or more application modules. The processor may determine, using the AI system, that an application module is critical based on a contextual scenario. The AI system may be trained utilizing data regarding heat generation of hardware on which the application module is operating. The processor may identify, using the AI system, required resources of the hardware for the application module to function during the contextual scenario. The processor may allocate an availability of the required resources for the application module.

Resource allocation based on a contextual scenario

A method, system, and computer program product for contextual generation of an ephemeral network are provided. The method detects an initiating event for network generation associated with a user of a first computing device. The method determines a duration of the initiating event. A set of network members is determined based on the initiating event and the duration. The method establishes an ephemeral network, connecting at least a portion of computing devices associated with the set of network members. The ephemeral network is terminated in response to detecting a completion event. In response to terminating the ephemeral network, member information for the set of network members is removed from the portion of the computing devices.

Contextual generation of ephemeral networks

According to one embodiment, a method, computer system, and computer program product for dynamically modifying interactive digital content based on viewer sentiment is provided. The present invention may include measuring, by one or more sensors, characteristics of viewers associated with a viewed portion of the interactive digital content, while the viewers are viewing the interactive digital content; inferring the sentiment of the viewers with respect to the viewed portion of the interactive digital content based on the measured characteristics; predicting content satisfying to the viewers based on the sentiment; and modifying the interactive digital content in real time based on the predicted content.

Interactive content mobility and open world movie production

An approach is provided to manage in-flight drones. The approach identifies a drone at a drone charging station with the identified drone being unauthorized to be at the drone charging station. Responsively, the approach then secures the identified drone and removes the identified drone from the drone charging station.

Managing and protecting charging stations for drones

Systems, methods, and apparatus for communication assistance for aneurotypical individuals are described. Embodiments of the systems, methods, and apparatus may receive input data during a communication between a first user and a second user, generate feedback based on the input data using a shared network comprising psychological information about the second user, wherein the shared network is based at least in part on interactions between the second user and a third user, and provide the feedback to the first user during the communication.

Context information reformation and transfer mechanism at inflection point

The exemplary embodiments disclose a system and method, a computer program product, and a computer system for encryption. The exemplary embodiments may include receiving an encryption request from a first smart device, preparing a response to the encryption request and generating a key, encrypting the prepared response with the generated key, sending the encrypted response to the first smart device, splitting the key into two or more pieces, sending the two or more key pieces to a second smart device, sending the two or more key pieces from the second smart device to the first smart device, assembling the two or more key pieces into the key on the first smart device, and decrypting the encrypted response on the first smart device using the assembled key.

Ultrasound split key transmission for enhanced security

A method to secure a production environment in a network begins by associating a set of resources into a simulated environment layer configured to simulate at least a portion of the production environment. A preferred approach to building the simulated environment layer utilizes generative adversarial network (GAN) machine learning modeling. Upon detecting a suspect user attempting to interact with the production environment, one or more requests received from the suspect user are routed to the simulated environment layer as opposed to the production environment. At least one behavior of the simulated environment layer is then modified as the suspect user interacts within the simulated environment layer. The modified behavior facilitates that an attack initiated by the suspect user can proceed. Information (such as the user's tactics, techniques and procedures (TPPs), or other Indicators of Compromise (IoCs) associated with the attack is captured for analysis and subsequent action.

Providing network security through autonomous simulated environments

A method, computer system, and a computer program product for communicating and interpreting a plurality of Internet of Things (IoT) sensor data from one or more IoT devices is provided. The present invention may include collecting the plurality of IoT sensor data from the one or more IoT devices associated with a user to a central collection repository. The present invention may then include analyzing the collected plurality of IoT sensor data by utilizing an artificial intelligence (AI) enabled analytics platform. The present invention may also include creating one or more transactions associated with the analyzed plurality of IoT sensor data. The present invention may further include adding the one or more created transactions to a blockchain structure.

Growing community of inventors

Rochester, MI, United States of America

Jennifer L Szkatulski