4results about How to "Automate execution" patented technology

The application relates to the technical field of automation operation and maintenance, and discloses an intention recognition method and system based on dynamic ontology evolution and multi-agent, which comprises the following steps: receiving a natural language instruction, performing entity extraction and probabilistic linking by using a dynamic ontology knowledge base, and generating an initial intention based on predicate analysis; automatically completing missing key slots by using a probabilistic graph model, and generating a standardized intention; decomposing the standardized intention into an atomic subtask sequence, dynamically matching an execution agent based on an agent capability-demand matrix, generating a collaborative workflow, controlling the execution agent to call an atomic tool to execute a task, performing causal correlation analysis on multi-source results according to logical relations between ontology instances, generating a structured reasoning chain, and feeding back; and extracting a new treatment script based on execution feedback by using an evolution engine, and updating an ontology knowledge base and an agent confidence degree. The application can realize accurate understanding, automatic execution and adaptive evolution of a knowledge base of a fuzzy operation and maintenance intention.

This invention discloses an automated penetration testing method, apparatus, device, and storage medium, belonging to the field of penetration testing technology. The invention obtains initial information about a real network environment; inputs this initial information into a preset automated penetration testing agent to obtain target attack actions; loads the target attack actions into the target network environment and receives feedback information from the target network environment; and performs automated penetration testing based on the feedback information. This solution for automated penetration testing does not excessively rely on human resources, enabling automated execution and fine-grained control of the entire sequential penetration testing process, improving the accuracy and adaptability of the test, and thus more effectively identifying potential security vulnerabilities and threats.

This invention relates to an information data processing system and method, belonging to the field of smart agriculture technology. The specific technical solution is as follows: a wearable smart terminal is used to collect multi-dimensional sensing data from agricultural sites and send this data to a cloud server; the multi-dimensional sensing data from agricultural sites includes at least one of the following: crop image data, field environment data, soil attribute data, and geographic location information; the cloud server is used to analyze the multi-dimensional sensing data from agricultural sites to obtain cloud analysis processing, convert the cloud analysis results into first augmented reality display information, and send it to the wearable smart terminal; the cloud analysis results include at least one of the following analysis results: crop cultivation suggestions, anomaly diagnosis results, and agricultural operation decisions; the wearable smart terminal is also used to display the first augmented reality display information. This disclosure can improve the efficiency of farmland operations.