Intelligent security management system based on AI large model

By introducing an intelligent security management system based on AI large models into the security system, and using multimodal data fusion and chain reasoning technology, it solves the problem that traditional security systems are difficult to cope with complex security scenarios and data islands, and achieves high-accuracy risk identification and global security situation awareness.

CN120145312AInactive Publication Date: 2025-06-13SHANGHAI ZHIPU DIGITAL TECH CO LTD
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Patent Information

Application Number
CN202510289156.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-03-12
Publication Date
2025-06-13
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

Traditional security systems rely on fixed rules and static models, and are difficult to deal with complex and changeable security scenarios and data noise problems. Moreover, data silos between each subsystem are serious, and a global security situation cannot be formed.

Method used

Design an intelligent security management system based on AI large model to achieve panoramic, intelligent and active security prevention and control through deep fusion of multimodal data and chain reasoning. The system includes modal large model and chain inference module, and uses convolutional neural network, recurrent neural network, Transformer, graph neural network and other technologies to perform scene segmentation, object detection, risk factor quantification, causal relationship construction, threat scenario simulation and risk assessment.

Benefits of technology

It significantly improves the accuracy of risk identification, reduces the false alarm rate, provides the system with accurate prediction of the global security situation, overcomes the problem that traditional security systems cannot intuitively reflect environmental changes and lack a global perspective, and realizes intelligent linkage prevention and control to ensure overall security.

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Abstract

The invention discloses an intelligent security and protection management system based on an AI large model, and relates to the technical field of security and protection management, the intelligent security and protection management system comprises a modal large model and a chained reasoning module, the chained reasoning module comprises a distributed chained reasoning sub-module, and a preset chained reasoning algorithm process is adopted to execute the following steps: scene segmentation and target detection; quantifying risk factors; constructing a causal relationship; threat scene simulation; and risk assessment calculation. According to the method, the multi-modal large model and the chain reasoning module are designed, multi-modal information is extracted and fused in real time to form the risk state matrix, the risk situation is deduced step by step, the problem that the multi-causal relationship and dynamic change in a complex scene are difficult to capture in traditional single-layer anomaly detection is solved, the risk identification accuracy is remarkably improved, and the risk identification efficiency is improved. The false alarm and the missing alarm are reduced, and the accurate prejudgment of the global security situation is provided for the system.
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