With the in-depth development of the digital wave, data has become the core resource and key production factor of the development of modern society, from the national strategic planning to the specific practice of local governments, efforts are being made to explore the efficient use of data resources and security protection paths. Liu Liehong, Secretary of the Party Leadership Group and Director of the National Data Bureau, said that the National Data Bureau is promoting a series of key tasks around the reform of the market-oriented allocation of data elements, including promoting the construction of data infrastructure and promoting core technology research in the field of data. At present, first-class institutions and various enterprises are still facing the problem of "new data islands" waiting to be solved, and security considerations such as "raw data does not leave the domain" also make it difficult to achieve data sharing. How to promote the compliant and efficient circulation and use of data, provide product solutions that open up the circulation and use of data, and fully release the value of data elements have become the key directions of major digital business technology research.
In order to solve the needs of users in the data element market for efficient and safe circulation of data elements, Qingyan Technology and Tsinghua University jointly developed and launched the "safer-a new generation of data space solution" that integrates software and hardware. This solution can effectively solve the problems faced by users in the process of cross-domain data circulation and transactions, such as data islands, data security, data access control, data circulation efficiency, revenue distribution and supervision. Facilitate the efficient and secure implementation of the joint development and operation of public data and enterprise data, the cross-domain joint development and operation of public data, and the cross-border implementation of data.
Safer keyword interpretation:Security: data quality management, preventing data poisoning and low-quality data from entering the data space;
Access control: Efficient data access control to ensure that data privacy is not leaked;
Fairness: to ensure the reasonable distribution of the provider, and to solve the problem of "who contributes, who benefits" by means of cryptography and mechanism design technology;
efficiency: Promote the efficiency of data circulation through software and hardware acceleration;
regulation: before, during, and after the supervision to ensure the traceability of the whole process of data.
Brief introduction of the program:
Qingyan Technology's "SAFER - a new generation of data space solution" is developed in accordance with international data space (IDS) standards, integrating a secure and efficient algorithm all-in-one data engine based on self-developed hardware chips, which can break the data silos between different industries and different organizations, promote cross-border data circulation and sharing, and is mainly used in data exchange and collaboration scenarios between data supply and demand. When the parties involved in the data exchange involve highly sensitive and high-value data, the safer product can prevent data poisoning, realize data sovereignty without leaving the domain, liquidate according to contribution, efficient application, trusted control, etc., solve the obstacles of data circulation and sharing, and create more possibilities and more value for data circulation and sharing.
Target Users:It mainly serves group enterprises, cross-domain circulation of public data, core enterprises of the industrial chain and their upstream and downstream, big data operation and management platform companies, data ecological operation and management platform parties (such as industry associations), data circulation authorities, free trade zones, cross-border e-commerce platforms, etc.
Product Architecture:
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Seven Core Values:
01 Secure data circulation mechanism.
It provides a trusted data sharing mechanism and supports privacy-preserving computing technology to ensure the security of data during transmission and storage. It has the ability to detect the poisoning of large data models, which can effectively prevent the risk of data poisoning attacks and ensure the security and reliability of large model applications.
02 Excellent access control capabilities.
The data is calculated in the hardware security environment of the provider to ensure that the data sovereignty does not leave the domain, can be used and is invisible, the circulation operation information is recorded and stored, and the contract performance is tracked, which serves the control function of the data owner and protects the data ownership.
03 Fair Trade Measurement Facility.
Data exchange and transactions are carried out at the same time, and the gradient contribution clearing scheme based on zero-knowledge proofs provides a fair and transparent market environment for data providers, processors and users, and promotes the efficient allocation of data resources.
04 Efficient data processing capabilities.
Based on the world's leading optimization software algorithms and optimization hardware chip capabilities, it can process and analyze a large amount of data more efficiently, provide real-time data processing capabilities, and meet the needs of rapid circulation and transactions.
05 Reliable data regulatory evidence.
It has an effective electronic evidence chain to ensure the integrity and non-tampering of data, enhance the credibility of data circulation process records, and ensure that the whole process of data transactions and data circulation can be preserved, traced and supervised.
06 Common standardized data format.
In order to facilitate the flow and transaction of data, SAFER adopts the IDS standardized data format, which will facilitate interoperability between different data sources and simplify the process of data integration and exchange.
07 Optimize data governance tools.
Safer's integration with advanced data quality tools to ensure data quality, consistency, and compliance is critical to building trust and facilitating the flow of data to increase the value of data in the transaction process.
Six Core Modules:
01 Data Engine.
Users access the data space through the Data Engine. As a data exchange system for secure connection and efficient data circulation, the data engine carries data connectors connecting data supply and demand in the data space, and a single data engine can run components such as data transmission, security, storage, computing, and analysis.
02 App Market.
The Marketplace is a business application platform in the data space, which supports the development and deployment of data services and applications, including data analysis tools, machine learning models, API interfaces, etc., and can be selected and used according to your needs to deploy these services on your own data engine.
03 Data mart.
It provides a platform for data trading and discovery, and through the data market, data can be more widely accessed and used, so as to improve the utilization rate of data, release the value of data, so that data producers can share their data or enterprises and individuals who need these data, thereby promoting the rational allocation and efficient use of data resources.
04 Clearing Center.
Based on the zero-knowledge proof training contribution evaluation scheme, a liquidation model of data circulation value contribution is formed, and the whole process information such as user identity, content logs, behavior logs, data attributes, transaction contracts, transmission protocols and usage control strategies generated in the links of data storage and data exchange and data processing is recorded.
05 Certification Center.
The certification center is responsible for verifying the identity of the subjects (such as individuals, organizations, systems, etc.) participating in the data space, and managing their authorization and access control, building a multi-level, secure, and responsible data transaction system to ensure that only verified authorized users can access and exchange data.
06 Trusted supervision.
It has an institutional mechanism for approval, evidence preservation and monitoring, monitors and audits the access and use of data, records logs of data operations, and stores evidence on the blockchain for tracking and investigation, providing effective guarantee for supervision and auditing.
Five application scenarios:
As a key infrastructure for data circulation and trading, Qingyan Technology's "SAFER - a new generation of data space solution" has a wide range of application scenarios and is crucial.
01 Cross-domain data circulation infrastructure.
Provide data support for public services such as urban management, transportation, education, and medical care, build a data circulation infrastructure for smart cities, and realize the legal, compliant, efficient circulation and value release of data assets through services such as safe circulation, pricing guidance, matching transactions, settlement, and supervision.
02 Artificial intelligence model training application.
It supports advanced analysis tools and algorithms, conducts in-depth mining and analysis of multi-party data, and provides support for data fusion model training, which is applied to energy, finance, healthcare, automotive, retail and other fields.
03 Industry data sharing and cooperation.
On the premise of ensuring data security and privacy protection, we provide services such as data quality and data poisoning prevention, ensure the compliance of data in the process of circulation, meet the regulatory requirements of different industries, and promote data sharing and cooperation between departments, enterprises and enterprises.
04 Data exchange between enterprises.
Build a service platform for data exchange and sharing between enterprises, provide developers with datasets and API interfaces, improve enterprise cooperation and chain optimization, and promote the development of innovative data-based applications.
05 Cross-border data flow.
Comply with international data space protocol standards, establish a trust mechanism for cross-border data transmission, and achieve safe and trusted delivery and supervision of cross-border data.
Conclusion:
Qingyan Technology's "SAFER - a new generation of data space solution" empowers data circulation with a new generation of information technology, providing safe, compliant, efficient and convenient data circulation solutions for both data supply and demand. Innovate a new path for secure data sharing, ensure that data is "usable and invisible", "controllable and measurable", and solve the existing problems of unwillingness, inability and dare not share data. In this way, we can break down data silos, promote the agglomeration of data in space, give full play to the data multiplier effect, and transform it into high-quality development advantages to empower social and economic development.