[go: up one dir, main page]

Domingo-Ferrer et al., 2020 - Google Patents

Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds

Domingo-Ferrer et al., 2020

View PDF
Document ID
872681256844540497
Author
Domingo-Ferrer J
Sanchez D
Ricci S
Munoz-Batista M
Publication year
Publication venue
Knowledge and Information Systems

External Links

Snippet

Outsourcing data storage and computation to the cloud is appealing due to the cost savings it entails. However, when the data to be outsourced contain private information, appropriate protection mechanisms should be implemented by the data controller. Data splitting, which …
Continue reading at crises-deim.urv.cat (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G06F21/6254—Protecting personal data, e.g. for financial or medical purposes by anonymising data, e.g. decorrelating personal data from the owner's identification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G06F21/6263—Protecting personal data, e.g. for financial or medical purposes during internet communication, e.g. revealing personal data from cookies
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30861—Retrieval from the Internet, e.g. browsers
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce, e.g. shopping or e-commerce
    • G06Q30/02—Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F19/00—Digital computing or data processing equipment or methods, specially adapted for specific applications
    • G06F19/30—Medical informatics, i.e. computer-based analysis or dissemination of patient or disease data
    • G06F19/32—Medical data management, e.g. systems or protocols for archival or communication of medical images, computerised patient records or computerised general medical references
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computer systems utilising knowledge based models
    • G06N5/02—Knowledge representation
    • G06N5/022—Knowledge engineering, knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communication
    • H04L9/30—Public key, i.e. encryption algorithm being computationally infeasible to invert or user's encryption keys not requiring secrecy

Similar Documents

Publication Publication Date Title
Li et al. Toward privacy-assured and searchable cloud data storage services
Xie et al. Achieving privacy-preserving online diagnosis with outsourced SVM in internet of medical things environment
US20090077378A1 (en) Querying encrypted data in a relational database system
Park et al. Privacy Preserving k‐Nearest Neighbor for Medical Diagnosis in e‐Health Cloud
Sánchez et al. Privacy-preserving data outsourcing in the cloud via semantic data splitting
Hua et al. CAMPS: Efficient and privacy-preserving medical primary diagnosis over outsourced cloud
Chida et al. Implementation and evaluation of an efficient secure computation system using ‘R’for healthcare statistics
Le et al. Privacy preserving jaccard similarity by cloud-assisted for classification
Sui et al. A privacy-preserving approach for multimodal transaction data integrated analysis
Abdel Wahab et al. DARM: a privacy-preserving approach for distributed association rules mining on horizontally-partitioned data
Dwork Differential privacy: A cryptographic approach to private data analysis
Sun et al. A systematic review on privacy-preserving distributed data mining
Xu et al. Privacy-preserving association rule mining based on electronic medical system
Pozi et al. A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task.
Yao et al. FedRKG: A privacy-preserving federated recommendation framework via knowledge graph enhancement
Domingo-Ferrer et al. Outsourcing analyses on privacy-protected multivariate categorical data stored in untrusted clouds
Fugkeaw et al. SSF-CDW: achieving scalable, secure, and fast OLAP query for encrypted cloud data warehouse
Sousa et al. Privacy in open search: A review of challenges and solutions
Ricci et al. Privacy-preserving cloud-based statistical analyses on sensitive categorical data
Sumathi et al. Scale-based secured sensitive data storage for banking services in cloud
Torra et al. Data privacy: A survey of results
Nagendra Prabhu et al. Fractional-ant lion optimization algorithm for privacy protection in cloud with MapReduce framework
Guo et al. A privacy preserving Markov model for sequence classification
Kavitha et al. A survey on Homomorphic encryption in cloud security
Riyazuddin et al. Preserving the privacy of COVID-19 infected patients data using a divergent-scale supervised learning for publishing the informative data