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312 results about "Proof of knowledge" patented technology

In cryptography, a proof of knowledge is an interactive proof in which the prover succeeds in 'convincing' a verifier that the prover knows something. What it means for a machine to 'know something' is defined in terms of computation. A machine 'knows something', if this something can be computed, given the machine as an input. As the program of the prover does not necessarily spit out the knowledge itself (as is the case for zero-knowledge proofs) a machine with a different program, called the knowledge extractor is introduced to capture this idea.

Collaborative sharing method, system and device on energy data link fusing multi-party security calculation and zero knowledge proof, and storage medium

The invention discloses a collaborative sharing method, system and device on an energy data chain fusing multi-party security calculation and zero knowledge proof and a storage medium, and belongs to the field of energy data security sharing and block chain privacy protection, and the method comprises the steps: executing desensitization processing on original data according to types, and generating a cryptographic commitment value and a data hash identifier; encrypting and fragmenting the desensitized data, registering a task structure body through an intelligent contract, and uploading the task structure body; and each node decrypts the ciphertext, executes calculation and generates a zero-knowledge proof, and submits the zero-knowledge proof to the block chain to be verified by the smart contract. According to the method, data privacy protection and result verifiability unification are realized, cross-mechanism cooperation efficiency is improved, an auditing system on a whole process chain is constructed, and safe sharing of energy data is guaranteed.
Owner:GUIZHOU POWER GRID CO LTD

Distributed intelligent authentication method based on dynamic multi-modal fusion

A distributed intelligent authentication method based on dynamic multi-modal fusion relates to the field of network security, and adopts an alliance chain + DAG hybrid block chain architecture, combines a threshold signature to realize secret key fragment management, and switches among PBFT, Raft and probabilistic algorithms through a dynamic consensus mechanism to improve authentication efficiency. The multi-mode authentication module is based on a dynamic weight distribution algorithm, integrates biological characteristics, behavior analysis, equipment fingerprints and environmental factors, and combines an LSTM-GAN model and a quantum random number driven challenge-response mechanism to realize zero-trust verification under environmental perception. The session management module generates a session key by using a chaotic mapping algorithm. In the aspect of privacy protection, CKKS homomorphic encryption, zero-knowledge proof and attribute-based encryption are fused. According to the method, the block chain technology, the secure multi-party computing technology, the machine learning technology and the quantum cryptography technology are fused, and a high-performance, high-security and strong-privacy-protection distributed authentication solution is provided.
Owner:JINLING INST OF TECH

Financial data privacy protection system based on block chain security multi-party computing

The invention discloses a financial data privacy protection system based on block chain security multi-party computing, and belongs to the technical field of data protection, and the system specifically comprises the steps that a data preprocessing module segments original financial data, and adds a unique watermark identifier; the distributed account book stores the Hash abstract and watermark mapping relation of the encrypted logic data fragment, and the digital signature and the timestamp are fused to ensure reliability; the computing node cluster receives data through a special interface, dynamically builds a computing group according to a service rule and outputs an encrypted computing result; bidirectional authentication is carried out on the zero-knowledge proof verifier and the computing node cluster to verify the data holding right; the encryption proxy gateway processes an output result of the computing node cluster to complete format conversion and ciphertext superposition; the cross-link routing module constructs a virtual coverage layer, cross-link transmission of encryption results is achieved through protocol conversion and three-way handshake verification, and a heterogeneous chain protocol converter and a verification assembly guarantee transmission safety; the financial data privacy security is comprehensively guaranteed, and the data processing efficiency and reliability are improved.
Owner:王蓓蓓

Privacy protection method and system based on homomorphic encryption and block chain

ActiveCN120541863AFinanceDigital data protectionComputer networkHomomorphic signature
The invention relates to the technical field of blockchain privacy protection, and discloses a homomorphic encryption and blockchain privacy protection method and system, and aims to encrypt a transaction amount through multi-key fully homomorphic encryption, store transaction metadata in combination with a Hash commitment mechanism, ensure that data on a chain is always in an encrypted state, and prevent unauthorized access. And secondly, in order to solve the problem that the smart contract cannot directly process the ciphertext, homomorphic calculation is combined with zero-knowledge proof, so that the smart contract can verify the transaction legality under the condition of not decrypting data, and the calculation burden is reduced by combining multi-party calculation. And finally, in order to optimize the storage and query efficiency, in combination with under-chain encryption storage, the encryption hash value is only stored on the chain, and meanwhile, proxy homomorphic signature is adopted to enhance data access authority management, so that the expandability and calculation efficiency of the block chain are improved.
Owner:内蒙古自治区教育考试院 +1

Textile quality block chain encryption tracing method

The invention relates to the technical field of textile informatization and block chain encryption traceability, in particular to a textile quality block chain encryption traceability method, which comprises the following steps of: implanting quantum dot-nucleic acid mixed fingerprints into yarns in a spinning stage and generating distributed identities; in the production link, process data are collected in a trusted execution environment, and are packaged into an encrypted packet by using homomorphic encryption, zero-knowledge proof and threshold signature; and after a batch threshold value is reached, calculating a batch commitment and a fragmentation commitment, fragmenting through erasure coding, writing the commitment and the proof into the directed acyclic graph according to a fixed field, and confirming through a Byzantine fault-tolerant consensus. Consumer off-line fingerprint comparison and homomorphic verification can realize authenticity identification, and after networking, batch certification is verified and credits are pledged. And when the time lock expires, the historical quality data is decrypted by multiple subjects in a combined manner, and maintenance suggestion hash is generated and written into subsequent transactions, closed-loop tracing from production to maintenance is realized, and anti-counterfeiting, privacy protection and quality improvement are realized at the same time.
Owner:YIBAN (HAINAN) TECHNOLOGY CO LTD

Remote attestation method for trusted data space

The invention discloses a remote proving method for a trusted data space, which relates to the technical field of computer and data security, and comprises the following steps: initializing a trusted environment and generating a dynamic identity key for a heterogeneous terminal containing a CPU (Central Processing Unit), a GPU (Graphic Processing Unit) and an FPGA (Field Programmable Gate Array) based on a hardware security module and a physical unclonable function, and generating a challenge value by a verifier by using a quantum random number; the method comprises the following steps of: firstly, transmitting to a proving party through quantum encryption and a neuromorphic photonic network, constructing proving by the proving party by adopting a tensor decomposition zero-knowledge proving protocol, finishing multi-stage verification on a verification party in combination with a space-time cause and effect graph and quantum signature aggregation, and finally realizing dynamic trust evaluation and adaptive strategy adjustment through a quantum Bayesian network, reinforcement learning and biological feedback. According to the method, the remote attestation performance of the trusted data space is improved, dynamic trust evaluation is realized by means of the quantum Bayesian network and biological feedback, attacks are effectively resisted, real-time requirements are met, trust is accurately evaluated, and the development of the trusted data space is promoted.
Owner:JIANGSU IDEABANK MICROELECTRONICS TECH

Exercise data security management method and system in meta universe smart exercises

The invention provides a motion data security management method and system in meta-universe smart motion, and relates to the technical field of meta-universe, and the method comprises the steps: obtaining user motion data and identity information, building an identity authentication model based on a zero-knowledge proof mechanism, generating Merkle tree zero-knowledge proof, and verifying the authenticity of the user identity. Carrying out distributed storage on the motion data by adopting a fragmentation storage technology; and providing corresponding data according to the access permission level of the third-party application. According to the invention, privacy protection and efficient storage of user data are realized, multi-level data access control is supported, and data security and utilization efficiency are improved.
Owner:HANGZHOU MOXI TECH DEV CO LTD

Self-random cross-chain dynamic cooperative supervision method based on zero knowledge proof

The invention discloses a self-random cross-chain dynamic cooperative supervision method based on zero knowledge proof, which is used for realizing safe and supervisible privacy protection transactions in a block chain cross-chain environment. The method comprises the following steps: dynamically screening users through MACRO credit scores to form supervision chains, the number of which is consistent with that of application chains, and generating public and private keys; deploying a contract and a ZKP circuit in each chain, wherein ZKP generation adopts self-random hash; according to the supervision chain secret key and the self-random hash, the transaction is encrypted, verified and signed, and a random block header and a transaction link are recorded in a linker (TEE); after the supervision chain verifies the signature, the transaction is linked and stored in a supervision chain Merkel mountain range, and a linker is updated at the same time; a supervision chain of any party puts forward a supervision application, and after the supervision application is agreed by the opposite party, two rounds of two-layer secret sharing technology collaboratively supervise the recoverable transaction. According to the method, self-random encryption, zero-knowledge proof and dynamic supervision mechanisms are fused, and multi-key supervision, self-random encryption key dynamic change and multi-supervision-chain dynamic cooperative supervision are realized.
Owner:XIAN UNIV OF TECH

Multi-level access control and authority synchronization method for secure mobile storage

The invention discloses a multi-level access control and authority synchronization method for secure mobile storage, and belongs to the field of mobile storage security. Aiming at the problems of data leakage, poor authority management and the like of the mobile storage device, a multi-level access control framework, a decentralized authority synchronization mechanism and a dynamic token and zero-knowledge proof system are constructed. Generating a plurality of layers of sub-keys from a master key by using a PBKDF2 algorithm through hierarchical key generation, and associating different encryption areas and authority strategies; incremental synchronization is carried out based on a Merkle tree, and data consistency is guaranteed through a consistency verification protocol; a temporary token is generated by using a Schnorr protocol, and the permission is verified in combination with zero-knowledge proof, so that the privacy security is ensured. In scene application of a power grid and the like, a master key is activated through biological recognition, permission is loaded according to a strategy, and permission change is efficiently synchronized. According to the method, the mobile storage security and the management efficiency are improved, and accurate authority control and reliable synchronization are realized.
Owner:GUANGXI POWER GRID CORP

Systems, methods, and protocols for zero knowledge proof user authentication

Systems and methods for performing zero knowledge proofs to prove a user's possession of secret data and / or biometric data without exposing such data. The methods can include receiving a certificate signing request and biometric data associated with a user; creating a stable key based at least in part on the biometric data; creating a private key based at least in part on the stable key; transmitting the private key to the user device for local storage thereon; creating a public key based at least in part on the private key; and forwarding the certificate signing request to an issuer.
Owner:T STAMP INC

Dynamic traceability identifier generation and verification method based on multi-node environment data fusion

The invention provides a dynamic traceability identifier generation and verification method based on multi-node environment data fusion, and relates to the technical field of information security and Internet of Things data credibility. The method comprises the following steps: firstly generating a seed identifier, then collecting environment data through each node to construct a multi-dimensional vector and carrying out weighted fusion, after serialization, generating a dynamic hash identifier by combining with an upper-level identifier, and meanwhile, introducing an offline trusted evolution, time drift tolerance and self-adaptive risk control mechanism; and finally, backtracking the traceability chain through recursion verification, and guaranteeing privacy in combination with zero-knowledge proof. The method solves the problems that a static traceability code is easy to copy and the data credibility is low, achieves the dynamic anti-counterfeiting and tamper-proofing of the traceability identifier, enables the digital identifier to be strongly associated with physical circulation, improves the credibility of the traceability process, can automatically find abnormal circulation and give an alarm, and is suitable for a commodity traceability scene.
Owner:JIANGSU NANDA DIGITAL TECH CO LTD

New energy revenue settlement data privacy protection method based on zero knowledge proof

The invention provides a new energy income settlement data privacy protection method and device based on zero knowledge proof, relates to the technical field of block chain data security and cryptography, and solves the technical problems of sensitive data uplink privacy risk, settlement result multi-party verification and segmented electric quantity data privacy processing. The method comprises the steps of obtaining original new energy income settlement sensitive data, and performing preprocessing to obtain a Hash commitment value; constructing a zero-knowledge proof-circuit based on the Hash commitment value; generating a zero-knowledge proof pi by using the Hash commitment value and a zero-knowledge proof-circuit; and verifying the zero knowledge proof pi on the block chain to obtain a multi-party settlement verification result without leaking sensitive data. According to the method, multi-party credible verification of the settlement result is realized through a zero-knowledge proof technology on the premise that specific generating capacity and income values are not leaked, anti-quantum, multi-chain compatibility and ZK-Roollup optimization are integrated, and system safety and settlement efficiency are improved.
Owner:HEFEI YUANLI ZHONGHE ENERGY TECH CO LTD

Privacy-preserving health verification system with incentive mechanism for regular testing

A privacy-preserving health verification system with incentive mechanisms for promoting regular testing behavior is disclosed. The system implements a cryptographic separation between user identity and verification status by extracting minimal verification metadata from health documentation and generating zero-knowledge proofs. Pseudonymous identifiers eliminate direct linkages between identity and health status while maintaining verification integrity. An algorithmic incentive mechanism analyzes temporal patterns between verification events, implementing streak detection with configurable grace periods and recovery acceleration factors. The system enables secure verification sharing with third parties through cryptographically signed, time-limited tokens containing no personally identifiable information. The implementation simultaneously solves privacy challenges and psychological barriers to regular testing, delivering a viable solution for improved testing schedules and enhanced compliance with recommended health protocols, particularly in sensitive health domains such as sexually transmitted diseases and infections.
Owner:HARSHBERGER AUSTIN S MR

Decentralized identity verification method, device, equipment and medium

The invention relates to the technical field of data security, can be applied to business scenes of financial science and technology, medical health and the like, and discloses a decentralized identity verification method, device, equipment and medium, comprising: generating an asymmetric key pair, generating a decentralized identifier based on a public key and recording the decentralized identifier to a distributed account book, a verifiable certificate containing a declaration is generated by a certificate issuer and signed, a verifiable demonstration satisfying a verification challenge is generated by using a zero-knowledge proof module in response to a verification request, and the verifiable demonstration is signed by using a private key to obtain a signed verifiable demonstration. And sending the signed verifiable demonstration to the verifier, querying the public key verification signature of the voucher issuer and the user side from the distributed account book through the smart contract, and outputting a verification result. According to the invention, the identity verification is realized through the combination of the distributed account book, the zero-knowledge proof and the smart contract, the direct exposure of sensitive information is avoided, and the safety and interoperability of cross-platform identity verification are improved.
Owner:PING AN TECH (SHENZHEN) CO LTD

Linear network coding for blockchains

ActiveUS12513012B1User identity/authority verificationAlgorithmAll-or-nothing transform
In a blockchain, transacting a record comprises performing linear network coding on the record or on a data file corresponding to the record, to produce a plurality of coded data parts; and storing at least one of the plurality of coded data parts on the blockchain or storing a proof of knowledge on the blockchain, the proof of knowledge derived from the coded data parts. Linear network coding coefficients might be derived from cryptographic hashes of the plurality of coded data parts. An all-or-nothing transform can use the cryptographic hashes to provide the proof of knowledge.
Owner:TYBALT LLC

Zero-knowledge proof generation method and device, equipment and storage medium

The invention discloses a zero-knowledge proof generation method and device, equipment and a storage medium, and belongs to the field of data security. The method is applied to a management platform, the management platform is used for managing an infrastructure, the infrastructure comprises a plurality of computing resources, and each computing resource is used for generating ZKPs corresponding to various attestation protocols. The method comprises the steps that a proof generation request is received, the proof generation request comprises proof protocol information and a circuit file, the proof protocol information is used for indicating a target proof protocol used for generating a target ZKP, the target proof protocol is one of the multiple proof protocols, and the circuit file is used for indicating a calculation model for generating the target ZKP; determining a target computing resource from the plurality of computing resources according to the proof generation request; and generating a target ZKP through the target computing resource. According to the method, the ZKP can be generated by adopting different ZKP protocol types.
Owner:HUAWEI CLOUD COMPUTING TECHNOLOGIES CO LTD

Verifiable privacy information retrieval mechanism based on homomorphic encryption

The invention discloses a verifiable privacy information retrieval mechanism based on homomorphic encryption. The method comprises the following steps: S1, after initialization is completed, a data owner generates a zero-knowledge proof while constructing a private information retrieval challenge, proves that a challenge structure is legal, and submits the proof to a trusted third party (TTP); s2, the server receives the inquiry verified by the TTP and then performs homomorphic calculation, generates an encrypted response and sends the result to the data owner and the TTP, and the TTP synchronously records response information; s3, the data owner carries out decryption and Hash comparison on a returned result, if an exception is found, an objection request can be submitted, and verification is carried out by the TTP in combination with challenge and response zero-knowledge proof; and S4, arbitration and responsibility tracing: the TTP judges the dispute based on a verification result, and determines a responsibility party. The method is suitable for private information retrieval scenes with high requirements on data security and integrity.
Owner:HUNAN UNIV

Medical privacy protection method based on zero-knowledge deep learning

The invention belongs to the crossing field of medical information technology and privacy calculation, and particularly relates to a medical privacy protection method based on zero-knowledge deep learning, which comprises the following steps: constructing a medical privacy protection system comprising a client and a doctor side, and deploying a zero-knowledge neural network model based on an improved zkReLU activation function at the doctor side; the patient end receives physiological data input by a patient, carries out sensitivity grading on the physiological data, and encrypts the physiological data with different sensitivities by adopting different algorithms to obtain encrypted data; inputting the encrypted data into a zero-knowledge neural network model for forward propagation to obtain a middle-layer zero-knowledge proof; the patient terminal initiates a diagnosis result query request, and the doctor terminal integrates the intermediate layer zero-knowledge proof to generate an aggregate zero-knowledge proof to wait for verification; the verifier verifies the correctness of the aggregated zero-knowledge proof through the verification public key, and confirms that the diagnosis result accords with a preset rule and the irrelevant privacy of the patient is not leaked; local decryption of high-sensitivity data and encryption reasoning of low-sensitivity data are realized, and the leakage risk is eliminated.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Computer implemented method and system for knowledge proof in blockchain transactions

A method of enabling knowledge proof in a blockchain transaction is disclosed. The method comprises sending, from a verifier to a prover, a blockchain transaction redeemable by means of data including (i) first data (y) based on a combination of an ephemeral key (r), second data (c) and a private key of a public-private key pair of a cryptography system, wherein the public key (v) is based on an integer generator raised to a first power, wherein the first power is based on the private key, and wherein knowledge of the private key is required in order to determine the ephemeral key from the first data, and (ii) third data (x) based on the integer generator raised to a second power, wherein the second power is based on the ephemeral key.
Owner:NCHAIN LICENSING AG

Distributed key generation method based on SM2 algorithm

The invention discloses a distributed key generation method and device based on an SM2 algorithm, a medium and equipment. The method comprises the following steps: determining a class group encryption key, a class group decryption key and a corresponding first zero knowledge proof through public parameters generated based on the SM2 distributed key; each participant shares respective secret share based on the class group encryption key, the class group decryption key and the first zero-knowledge proof, and creates a second zero-knowledge proof indicating that sharing is correct; each parameter party collects honest distribution shares and decryption shares based on the second zero knowledge proof, calculates a part of private keys and a part of public keys according to the decrypted secret shares, and creates a third zero knowledge proof indicating correct decryption; according to the third zero knowledge proof, partial public keys of participants correctly executing decryption operation are determined to reconstruct a global public key, the secret is shared by using a polynomial, each participant can contribute a part of shares, and a distributed secret key is generated without any credible setting.
Owner:XIDIAN UNIV

Multi-dimensional credit asset traceability system and method

The invention discloses a multi-dimensional credit asset traceability system and method. The system comprises a data acquisition and encryption module (10) which is used for performing encryption and digital signature on credit asset data based on a trusted execution environment (TEE) and a hardware security module (HSM) at a data generation end; the parallel Hash processing module (20) is used for performing parallel Hash operation on the encrypted data and generating leaf node Hash values based on GPU acceleration and a multi-thread technology; the nested hash and zero-knowledge proof module (30) constructs leaf node hash values into a compression type Merkle tree and generates a zero-knowledge proof (ZKP), so that a third party can verify the authenticity and consistency of data without accessing full data; the on-chain evidence storage module (40) is used for recording root Hash (RootHash) and zero knowledge proof of the compression type Merkle tree to the block chain; the dynamic authorization and secure multi-party computing module (50) performs access clipping on the credit asset data based on the access intention and realizes verification of the minimum data dimension through secure multi-party computing (SMPC). Through combination of technical means such as trusted hardware acquisition, parallel hash calculation and privacy protection verification, rapid verification is realized on the premise of not exposing original data, and verification performance, data security and privacy protection capability are remarkably improved.
Owner:北京娱广科技有限公司

Multi-tenant multi-user login method based on enhanced OAuth2

The invention provides a multi-tenant multi-user login method based on enhanced OAuth2, which relates to the technical field of network security, and comprises the following steps: obtaining a key threshold through a tenant identifier, and executing OAuth2 authentication to obtain an access token; tenant fingerprint information is generated through zero-knowledge proof and homomorphic encryption, and a tenant verification token is generated through secure multi-party calculation; constructing a reinforcement learning access controller in combination with the historical access data, and generating and verifying an authority list; and finally forming a session identifier and storing the session identifier in a distributed cache. According to the invention, the authentication security is improved, cross-tenant fine-grained authority management is realized, and unauthorized access is effectively prevented.
Owner:ZHEJIANG SHUXIN NETWORK CO LTD

Verifiable multi-agent cooperation method based on smart contract driving

The invention relates to the technical field of block chain technology and artificial intelligence collaboration, and discloses a verifiable multi-agent collaboration method based on smart contract driving, comprising the following steps: task planning generates a directed acyclic graph and a zero-knowledge proof circuit template, submits the directed acyclic graph and the zero-knowledge proof circuit template to a planning contract, and deploys an exclusive zero-knowledge proof contract; the AI agent collaboratively executes the subtasks, and zero-knowledge proof is generated and submitted through a Veckrii auction tool; zero-knowledge proof contract chain verification is carried out, and after verification is passed, a signature is received and multi-layer gating verification is executed; and the governance contract carries out pledge management and cost distribution on the agents, the providers and the experts. According to the method, zero-knowledge proof and a trusted execution environment are combined, and an under-chain execution behavior is converted into an encryption certificate capable of being verified on a chain, so that the problem that the execution process cannot be verified due to the lack of distributed trusted evidence storage in a traditional centralized framework is effectively solved; and after each subtask is completed, double signature and multi-layer gating verification are forcibly executed.
Owner:MACAU UNIV OF SCI & TECH

Supervisable data security sharing method and device based on three-chain architecture

The invention relates to the technical field of data sharing, and discloses a supervisible data security sharing method and equipment based on a three-chain architecture, and the method comprises the steps that a user submits a data sharing strategy to a strategy contract, the contract generates a strategy verification key and returns the strategy verification key, and the user creates a temporary symmetric key and a data identifier; packaging into a security token and encrypting by using a supervision chain public key to finish strategy registration and key initialization; and the user transmits the encrypted security token to the storage chain through the relay chain, the relay chain verifies the identity of the user and then forwards the token, and the storage chain verifies that the contract decrypts the token by using the private key of the supervision chain. Through a three-chain architecture, zero-knowledge proof and an anti-quantum evidence storage mechanism, data operation compliance can be verified through a non-tampering operation evidence storage chain, the risk of sensitive information leakage caused by opening of supervision authority is reduced, the defect that encrypted data is difficult to audit is overcome, a cross-chain security token fusing mechanism is utilized to resist communication threats, and the safety of the system is improved. And privacy protection and supervision compliance are dynamically balanced.
Owner:ZHEJIANG HEALTH CLOUD CO LTD

Intelligent monitoring method and system for digital supervision platform

The invention belongs to the technical field of digital monitoring, and provides an intelligent monitoring method and system for a digital supervision platform, and the method comprises the steps: carrying out the sensitivity grading of data, the homomorphic encryption of high-sensitivity data, and the secure multi-party calculation, achieving the secret state feature alignment, and generating a zero-knowledge proof; selecting a federal mode according to data sensitivity, injecting adaptive differential privacy noise, and encrypting transmission gradient through two channels; the aggregation gradient of the Byzantine fault-tolerant protocol is improved, abnormal nodes are detected, and reputation punishment is carried out; constructing a collaborative decision tree based on credible data, generating zero-knowledge proof and performing uplink storage, and supporting non-intrusive auditing; establishing a feedback mechanism, and dynamically adjusting privacy budget to balance privacy and monitoring efficiency; according to the method, the problems of cross-mechanism data collaboration privacy protection and efficiency balance are solved, secret state calculation, dynamic privacy adjustment and whole-process credible evidence storage are realized, and the monitoring safety and the supervision efficiency are improved.
Owner:STATE GRID ANHUI ELECTRIC POWER CO LTD

New energy vehicle supply chain data protection method based on block chain and zero knowledge proof

The invention discloses a new energy vehicle supply chain data protection method, system and product based on a block chain and zero knowledge proof, and the method comprises the steps: constructing a decentralized, tampering-free and auditable supply chain data sharing platform through a block chain technology; by adopting an intelligent contract, automatic identity verification, production record evidence storage, order scheduling and reputation management are realized; a zero-knowledge proof technology is applied, and compliance verification and fund flow privacy protection are completed on the premise that sensitive information is not leaked; through a dynamic reputation point mechanism, an order allocation strategy is optimized, and the overall resource utilization rate and cooperation efficiency of the supply chain are improved; an encrypted bill system is adopted, and privacy protection and risk control in the supply chain finance process are achieved. The method pays attention to performance, safety, expandability and user privacy protection, and has good industrial application prospect and commercial popularization value.
Owner:WUHAN UNIV

Block chain-based geological archive electronic data security storage method and system

The invention discloses a geological archive electronic data security storage method and system based on a block chain, and relates to the technical field of geological information data security, and the method comprises the steps: constructing a multi-modal Merkle sub-tree based on a cross-modal alignment key set, aggregating the multi-modal Merkle sub-tree into a cross-modal Merkle forest root, calculating a cross-modal consistency index, and generating an inconsistent item list; according to the multi-modal consistency index and the inconsistent item list, obtaining a differential security domain mapping table and an access condition set of the geological archive data, and respectively generating a verifiable desensitization proof of a restricted domain and a verifiable zero-knowledge proof of a confidential domain; and packaging the cross-modal Merkle forest root, the differentiated security domain mapping table, the access condition set, the verifiable desensitization proof and the verifiable zero-knowledge proof into an uplink abstract package, verifying the desensitization proof and the zero-knowledge proof through an intelligent contract, and generating a transaction record hash and a new block candidate. According to the invention, the security of the electronic data of the geological archive is improved.
Owner:DEV RES CENT OF CHINA GEOLOGICAL SURVEY

Private data security sharing method based on federal learning

The invention discloses a private data security sharing method based on federal learning, particularly relates to the field of private data security protection and sharing, and is used for solving the problems of insufficient model credibility and lack of precision control of data exchange in the existing cross-mechanism data collaboration process. According to the method, homomorphic encryption processing is carried out on local data of all participants, a ciphertext verifiable calculation task is constructed in combination with federated learning, forward propagation and back propagation calculation of a ciphertext are carried out by outsourcing calculation nodes, credible verification is carried out on a calculation process by utilizing zero-knowledge proof, and gradient aggregation and model updating are completed in a ciphertext domain; after model training is completed, based on federal learning model output, intelligent judgment is conducted on the sharing value of local data samples, ciphertext re-encryption and data exchange control are driven, multi-party safe and controllable data circulation is achieved, and therefore on the premise that privacy safety and compliance requirements are guaranteed, cross-mechanism data collaboration efficiency and decision-making precision are improved.
Owner:XIAMEN UNIV OF TECH

Running integral incentive method based on zero-knowledge proof and cross-chain carbon credit mapping

The invention relates to a running integral incentive method based on zero-knowledge proof and cross-chain carbon credit mapping, which comprises the following steps of: modeling a running behavior into a semantic condition, and locally calculating and generating zero-knowledge proof in equipment; estimating individual energy output based on the physiological parameters and the motion type; comparing the carbon emission of the same traffic trip mode, and estimating an alternative emission reduction effect; a carbon reduction value is compared with intention and behavior, and energy and carbon are converted into a core model; introducing zero-knowledge proof to derive a carbon credit identity label on a chain, wherein the label is generated by two technologies of semantic proof and carbon estimation; after running is completed each time, the user obtains an anonymous carbon credit anchor point on the chain; the anchor point records a zero-knowledge proof abstract, a carbon reduction value, a timestamp and an intention label; a carbon credit atomic mapping protocol is adopted, and a carbon credit anchor point on a local chain is inseparably mapped to a mainstream carbon credit public chain at a time; the individual carbon emission reduction contribution is accurately quantified, and atomic cross-chain mapping and circulation of the carbon credit assets are realized.
Owner:HANGZHOU DIANZI UNIV +1

Student psychological assessment data sharing method and system based on block chain

The invention relates to the technical field of block chain data sharing, and discloses a student psychological assessment data sharing method and system based on a block chain. The method comprises the following steps: when a user logs in through a browser client, a system triggers a zero-knowledge proof generation process; and the client signs the timestamp and the random number by using a local false identity private key to form a zero-knowledge proof request packet, and submits the zero-knowledge proof request packet to the alliance chain node through a secure channel. And the node calls an identity verification contract to verify the signature, generates a session token containing a role type and a validity period after the signature passes, writes the token in an alliance chain account book in a hash manner and returns the token to the client. The client encrypts and stores the token, and a subsequent data request is carried through an HTTP header; and when it is detected that the token is expired or abnormal, the client automatically re-triggers the zero-knowledge proof process. The method depends on the block chain and zero knowledge proof technology, optimizes identity verification and session management, guarantees data sharing safety, compliance and stability, and is suitable for student psychological assessment data sharing among multiple subjects.
Owner:WUXI ZHENGZE INFORMATION CO LTD