Portable public opinion processing equipment based on anonymous information return

Abstract

The invention provides portable public opinion processing equipment based on anonymous information return. A processing equipment body comprises a public opinion processing unit, and a data information access unit comprises an encryption and decryption assembly and a data high-speed transmission channel; the public opinion processing unit carries an intelligent processing engine component and a public opinion information compression and storage component; the intelligent information generation module comprises an intelligent analysis engine; the processing equipment body is connected to the hidden network access module through a network cable, gateway equipment of the hidden network access module transmits data acquired from a public network into the public opinion information processing unit of the portable equipment through data information by utilizing the data information access unit for analysis and processing, and information is generated through the intelligent information generation module. In an anonymous network environment, the portable public opinion processing device can ensure information transmission safety, ensure information safety and no leakage, ensure that a communication link is hidden and cannot be traced, and provide advanced technical support for processing public opinion information in special fields.

Description

Technical Field

[0001] The present invention belongs to the field of application security guarantee of large language models, and relates to a portable public opinion processing device based on anonymous information feedback. Background Art

[0002] With the progress of large language model technology, applications related to large models are gradually developing towards miniaturization and localization, and a batch of portable devices relying on large model applications to process local public opinion information databases have emerged. However, these portable devices usually need to connect to the Internet or other networks to obtain and update the public opinion information database, and often need to send the analysis results to a remote server through the network after processing the information. Since the information processed by portable devices is often inconvenient to be made public, if these devices frequently connect to the Internet or an open network without security and confidentiality settings, the risk of information leakage is very likely to occur. To address this issue, the present invention discloses a portable public opinion processing device that can ensure the security of information transmission in an anonymous network environment. Summary of the Invention

[0003] 1. Technical problems to be solved: How to ensure the security of information transmission of portable devices for local public opinion information databases.

[0004] 2. Technical solutions: To solve the above problems, the present invention provides a portable public opinion processing device based on anonymous information feedback, including a processing device body. The processing device body includes a data information access unit and a public opinion processing unit. The public opinion processing unit is built-in with an intelligence intelligent generation module, and the data information access unit includes an encryption and decryption component and a data high-speed transmission channel; the public opinion processing unit is equipped with an intelligent processing engine component and a public opinion information compression and storage component; the intelligence intelligent generation module includes an intelligent analysis engine and a visualization application rendering component; the processing device body is connected to a hidden network access module through a network cable. The hidden network access module is equipped with a gateway device, proxy software, an encrypted access component, and an identity verification component. The gateway device of the hidden network access module transmits the data obtained from the public network to the public opinion information processing unit of the portable device through the data information access unit using the data information, and after the public opinion processing unit analyzes and processes it, intelligence is generated through the intelligence intelligent generation module.

[0005] Further, the proxy software is built-in with a management platform login device, and the processing device body configures anonymous network nodes and obtains anonymous network access permissions by using the built-in management platform login device.

[0006] Further, the public opinion information processing unit classifies the received data to form a public opinion analysis database.

[0007] Further, the public opinion analysis library is a dedicated library, and when the data therein and the dedicated library itself are stored and accessed, the SMX series encryption algorithm is adopted.

[0008] Further, the classification includes storing table structure data and the like in a structured database, text information in an unstructured database, and files in a file database.

[0009] Further, the intelligence intelligent generation module has a large model management engine built in, which is loaded into the hardware accelerator inside the processing device body through the engine, forming a basic application ability of a software-hardware integrated and quantified large model, and combining with the public opinion analysis library, providing functions of public opinion natural language verification, analysis, and intelligence intelligent compilation and generation, and being transmitted back to the application server through an anonymous network.

[0010] Further, the natural language verification function uses the large model to automatically call the interface to query public opinion statistical data. The analysis function can judge the emotional tendency, content summary, and key high-frequency word summary of single or a batch of public opinion data. The intelligence intelligent compilation and generation function summarizes these analysis information, and uses the large model and based on the prompt word template specified by the user or preset by the system to compile the briefing result document. The software-hardware integrated and quantified large model uses an open-source large model as the base and uses training set data in the public corpus, social platforms, and general fields of subject education.

[0011] Further, the base large model is fine-tuned and trained using corpus data in specific fields of military, politics, and international relations.

[0012] Further, the anonymous network technology forms an offline private node network through an anti-traceability engine, using gateway devices and anonymous nodes in each region. Users can select nodes as needed to construct a multi-hop path to the target and dynamically adjust it. Through link self-detection and fault switching, the connection is kept stable.

[0013] 3. Beneficial effects: The present invention provides a portable public opinion processing device based on anonymous information transmission, which can ensure the security of information transmission in an anonymous network environment, ensure that information is not leaked, ensure that the communication link is concealed and untraceable, and provides advanced technical support for the work of processing public opinion information in special fields. Description of the drawings

[0014] Figure 1 is a schematic structural diagram of the present invention. Detailed implementation manners

[0015] The present invention will be described in detail below with reference to the drawings and embodiments.

[0016] A portable public opinion processing device based on anonymous information feedback, including a processing device body, the processing device body includes a data information access unit and a public opinion processing unit, the public opinion processing unit is built-in with an intelligence intelligent generation module, and the data information access unit includes an encryption and decryption component and a data high-speed transmission channel; the public opinion processing unit is equipped with an intelligent processing engine component and a public opinion information compression and storage component; the intelligence intelligent generation module includes an intelligent analysis engine and a visualization application rendering component.

[0017] As Figure 1 shown, the processing device body is connected to a hidden network access module through a network cable. The hidden network access module is equipped with a gateway device, proxy software, an encrypted access component, and an authentication component. The gateway device of the hidden network access module transmits the data obtained from the public network to the public opinion information processing unit of the portable device through the data information access unit. After the public opinion processing unit analyzes and processes it, intelligence is generated through the intelligence intelligent generation module.

[0018] In one embodiment, the proxy software includes a built-in management platform. The processing device body uses the built-in management platform to log in to the device to configure anonymous network nodes and obtain anonymous network access permissions, and transmits the public opinion information of the portable device to the public opinion information processing unit through the data information access unit. The processing unit classifies these data, for example, table structure data is stored in a structured database, text information is stored in an unstructured database, and files are stored in a file database to form a public opinion analysis library.

[0019] In one embodiment, the public opinion analysis library is a dedicated library. When the data in it and the dedicated library itself are stored and accessed, the SMX series encryption algorithm is used to prevent users or applications from directly reading and writing data, providing "encryption when entering the library and decryption when leaving the library" protection for the database, ensuring the information security of the public opinion analysis library.

[0020] In one embodiment, the intelligence intelligent generation module is built-in with a large model application. The intelligence intelligent generation module deploys a quantization large model management engine, which is loaded into the hardware accelerator inside the processing device body through the engine, saving the memory resources of the device's hardware accelerator and reducing the computing power consumption of functions such as inference applications, thereby forming a basic software and hardware integrated quantization large model application ability. Combined with the public opinion analysis library, it provides functions such as natural language verification, analysis, and intelligence intelligent reporting generation of public opinion. Using the device to feedback to the application server through the anonymous network ensures the security and non-disclosure of public opinion information, and ensures that the communication link is hidden and untraceable, providing advanced technical support for the work of processing public opinion information in special fields.

[0021] In one embodiment, when processing public opinion data related to "Country A and Country B", the natural language verification function can automatically call an interface using a large model to query public opinion statistical data. The analysis function can judge the sentiment tendency, content summary, key high-frequency word summary, etc. of single or a batch of public opinion data. The result output function can summarize this analysis information and use the large model and based on prompt templates specified by the user or preset by the system to compile result documents such as briefing reports.

[0022] In one embodiment, the software-hardware integrated quantization large model uses an open-source large model as the base and uses training set data in general knowledge fields such as public corpora, social platforms, and subject education. In actual use, our side uses a large amount of corpus data in specific fields such as military, politics, and international relations to fine-tune the base large model, making the natural language analysis applied by the large model more professional.

[0023] In one embodiment, a large amount of corpus data in specific fields such as military, politics, and international relations is used to fine-tune the base large model, making the natural language analysis applied by the large model more professional.

[0024] In one embodiment, the processing device body is transmitted back to the application server through an anonymous network. The anonymous network technology forms an offline private node network through an anti-traceability engine, using gateway devices and anonymous nodes in each region. Users can select nodes as needed to build a multi-hop path to the target and dynamically adjust it. Through link self-detection and fault switching, the connection is kept stable. At the same time, encryption algorithms are used to protect data to ensure that it is difficult to decrypt even if a node is breached. At the same time, the session key is regularly changed to ensure forward security. The entire design provides a high-strength anonymous communication service, ensuring that public opinion information is secure and not leaked, and ensuring that the communication link is concealed and untraceable, thus providing advanced technical support for the work of processing public opinion information in special fields.

Claims

1. A portable public opinion processing device based on anonymous information feedback, characterized in that: It includes a processing device body, which includes a data information access unit and a public opinion processing unit. The public opinion processing unit has a built-in intelligence intelligent generation module, and the data information access unit contains encryption and decryption components and data high-speed transmission channels; the public opinion processing unit is equipped with an intelligent processing engine component and a public opinion information compression and storage component; the intelligence intelligent generation module contains an intelligent analysis engine and a visualization application rendering component; the processing device body is connected to a hidden network access module through a network cable, and the hidden network access module is equipped with a gateway device, proxy software, an encryption access component, and an identity authentication component. The gateway device of the hidden network access module transmits the data obtained from the public network to the public opinion information processing unit of the portable device through the data information using the data information access unit. After the public opinion processing unit analyzes and processes the data, it generates intelligence through the intelligence intelligent generation module.

2. The portable public opinion processing device based on anonymous information feedback according to claim 1, characterized in that: The agent software has a built-in management platform login device, and the processing device body uses the built-in management platform login device to configure anonymous network nodes and obtain anonymous network access rights.

3. The portable public opinion processing device based on anonymous information feedback according to claim 2, characterized in that: The public opinion information processing unit categorizes the received data to form a public opinion analysis library.

4. The portable public opinion processing device based on anonymous information feedback according to claim 2, characterized in that: The public opinion analysis library is a special library, and the SMX series encryption algorithm is used when storing and accessing the data therein and the special library itself.

5. The portable public opinion processing device based on anonymous information feedback according to claim 3 is characterized in that: The classification includes storing table structure data into a structured database, storing text information into an unstructured database, and storing files into a file database.

6. The portable public opinion processing device based on anonymous information feedback according to claim 5, characterized in that: The intelligence intelligent generation module has a built-in large model management engine, which is loaded into the hardware accelerator inside the processing device body through the engine, forming a basic hardware and software integrated quantitative large model application capability, and combined with the public opinion analysis library, it provides public opinion natural language verification, analysis, and intelligence intelligent reporting and generation functions, which are transmitted back to the application server through an anonymous network.

7. The portable public opinion processing device based on anonymous information feedback according to claim 6, characterized in that: The natural language verification function uses the big model to automatically call the interface to query public opinion statistics. The analysis function can determine the emotional tendency, content summary, and key high-frequency word summary of a single or a batch of public opinion data. The intelligent intelligence compilation and generation function summarizes these analysis information and uses the big model to write a briefing results document based on the prompt word template specified by the user or preset by the system. The integrated hardware and software quantitative big model uses an open source big model as the base, and uses training set data from public corpus, social platforms, and general subject education.

8. The portable public opinion processing device based on anonymous information feedback according to claim 7, characterized in that: Use corpus data from specific fields such as military, politics, and international relations to fine-tune the base large model.

9. The portable public opinion processing device based on anonymous information feedback according to claim 6, characterized in that: The anonymous network technology uses an anti-tracing engine, gateway devices and anonymous nodes in various regions to form an offline private node network. Users can select nodes on demand to build a multi-hop path to the target, and dynamically adjust it to maintain a stable connection through link self-detection and fault switching.

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