Abstract: In one implementation, a device identifies a sequence of related prompts for input to a generative model. The device makes individual maliciousness assessments of those prompts in the sequence of related prompts. The device makes a collective maliciousness assessment of the sequence of related prompts. The device prevents at least a portion of the sequence of related prompts from being input to the generative model, when any of the individual maliciousness assessments or the collective maliciousness assessment indicates a malicious request to the generative model.

Abstract: A method for providing a symbiotic network orchestrator utilized to automatically commission edge computing devices on corporate computing networks and edge site computing networks is presented. The method includes receiving an indication of a potential connection of an edge computing device to one or more computing networks associated with the orchestrator. The one or more computing networks includes a corporate computing network and an edge site computing network. The method further includes determining, based on the corporate computing network, the edge site computing network, and a predetermined set of rules, an intent for commissioning the edge computing device, reconfiguring, based on the intent, the corporate computing network and the edge site computing network, and commissioning the edge computing device on one or more of the corporate computing network or the edge site computing network in accordance with the reconfiguring.

Abstract: Provided herein are techniques to automatic credential generation for use in authentication penetration, such as for assets of an enterprise. In one example, a method may include gathering public credentials from a plurality of credential databases; generating, using machine learning logic, one or more sets of the public credentials for each of one or more credential categories, wherein each credential category is associated with at least one credential characteristic. The method may further include gathering enterprise data for an enterprise, the enterprise data including user data for users of enterprise assets; categorizing, using the machine learning logic, the enterprise data into at least one credential category of the one or more credential categories, wherein the at least one credential category is associated with credential generation rules; and generating a plurality of testing credentials based on the enterprise data and the credential generation rules of the at least one credential category.

Abstract: A method for providing a symbiotic network orchestrator utilized to automatically commission edge computing devices on corporate computing networks and edge site computing networks is presented. The method includes receiving an indication of a potential connection of an edge computing device to one or more computing networks associated with the orchestrator. The one or more computing networks includes a corporate computing network and an edge site computing network. The method further includes determining, based on the corporate computing network, the edge site computing network, and a predetermined set of rules, an intent for commissioning the edge computing device, reconfiguring, based on the intent, the corporate computing network and the edge site computing network, and commissioning the edge computing device on one or more of the corporate computing network or the edge site computing network in accordance with the reconfiguring.

Abstract: In one implementation, a device may obtain a prompt for input to a language model. The device identifies a plurality of topics present in the prompt. The device determines that the prompt is malicious based on a variation in the plurality of topics. The device prevents the prompt from being processed by the language model.

Abstract: A method for providing a symbiotic network orchestrator utilized to automatically commission edge computing devices on corporate computing networks and edge site computing networks is presented. The method includes receiving an indication of a potential connection of an edge computing device to one or more computing networks associated with the orchestrator. The one or more computing networks includes a corporate computing network and an edge site computing network. The method further includes determining, based on the corporate computing network, the edge site computing network, and a predetermined set of rules, an intent for commissioning the edge computing device, reconfiguring, based on the intent, the corporate computing network and the edge site computing network, and commissioning the edge computing device on one or more of the corporate computing network or the edge site computing network in accordance with the reconfiguring.

Abstract: A method for providing a symbiotic network orchestrator utilized to automatically commission edge computing devices on corporate computing networks and edge site computing networks is presented. The method includes receiving an indication of a potential connection of an edge computing device to one or more computing networks associated with the orchestrator. The one or more computing networks includes a corporate computing network and an edge site computing network. The method further includes determining, based on the corporate computing network, the edge site computing network, and a predetermined set of rules, an intent for commissioning the edge computing device, reconfiguring, based on the intent, the corporate computing network and the edge site computing network, and commissioning the edge computing device on one or more of the corporate computing network or the edge site computing network in accordance with the reconfiguring.