Abstract: Methods are disclosed for performing compliance testing using machine learning models, such as language models or computer vision models.

Abstract: A system, responsive to successfully authenticating a requestor user, can receive sender user information of a sender user, generate a link corresponding to a file repository, generate a packet, wherein the packet corresponds to a location at the file repository where a file uploaded responsive to interaction with an upload link is stored, generate a packet access token that comprises a packet identifier associated with the packet, embed the packet access token with the link to create the upload link, wherein the upload link is associated with the packet; and output the upload link to enable the sender user to access the packet to upload the file to the location at the file repository that corresponds to the packet. Once the sender user uploads the file using the upload link, a file access link can be provided to a recipient user to access the file.

Abstract: Computer-implemented systems and methods are disclosed, including systems and methods for performing compliance testing using language models or other machine learning models. A computer-implemented method may include, for example, accessing a content item; accessing a compliance ruleset; executing a compliance checker that utilizes a set of machine learning models; generating a prompt that includes the content item and the compliance ruleset; processing the prompt using the compliance checker; responsive to receiving a compliance determination dataset that indicates whether the content item satisfies one or more criteria within the compliance ruleset from the compliance checker; and generating an output based at least in part on the compliance determination dataset.

Abstract: Aspects of the present disclosure enable a system with limited computing resources to remotely perform security testing of a large number of host devices. These host devices may be included as part of a single networked computing environment or may be distributed among multiple networked computing environments. The networked computing environments may be associated with a single entity or multiple entities. The system can allocate its limited computing resources among the host devices based on a type of security testing and the amount of host devices to be tested. Further, the system can obtain secure access to the remote networking environment through a secure virtual private network connection to an on-site access system installed at a physical location of the networked computing environment.