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Challenges and techniques in Big data security and privacy: A review

https://doi.org/10.1002/spy2.13
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11426639_27openalex-snapshot
Fuzzy Identity-Based Encryption
inferredcites →https://doi.org/10.1007/978-1-4614-4139-7_8openalex-snapshot
Applications of k-Anonymity and ℓ-Diversity in Publishing Online Social Networks
inferredcites →https://doi.org/10.1007/978-3-319-49145-5_1openalex-snapshot
Security and Privacy in Big Data Lifetime: A Review
inferredcites →https://doi.org/10.1007/978-3-642-32009-5_50openalex-snapshot
Fully Homomorphic Encryption without Modulus Switching from Classical GapSVP
inferredcites →https://doi.org/10.1007/978-3-642-40041-4_5openalex-snapshot
Homomorphic Encryption from Learning with Errors: Conceptually-Simpler, Asymptotically-Faster, Attribute-Based
inferredcites →https://doi.org/10.1007/s00145-013-9172-7openalex-snapshot
Efficient Asynchronous Verifiable Secret Sharing and Multiparty Computation
inferredcites →https://doi.org/10.1007/s00607-015-0453-xopenalex-snapshot
$$\varvec{\textit{KDVEM}}$$ KDVEM : a $$k$$ k -degree anonymity with vertex and edge modification algorithm
inferredcites →https://doi.org/10.1016/j.ins.2014.01.015openalex-snapshot
Data-intensive applications, challenges, techniques and technologies: A survey on Big Data
inferredcites →https://doi.org/10.1016/j.ins.2016.09.020openalex-snapshot
Privacy-preserving attribute-keyword based data publish-subscribe service on cloud platforms
inferredcites →https://doi.org/10.1016/j.neucom.2014.11.089openalex-snapshot
Influence of edge weight on node proximity based link prediction methods: An empirical analysis
inferredcites →https://doi.org/10.1016/j.neunet.2016.09.008openalex-snapshot
Attribute-based Decision Graphs: A framework for multiclass data classification
inferredcites →https://doi.org/10.1016/j.procs.2016.03.023openalex-snapshot
Homomorphic Encryption for Security of Cloud Data
inferredcites →https://doi.org/10.1109/bigdata.2016.7841037openalex-snapshot
Security and privacy for big data: A systematic literature review
inferredcites →https://doi.org/10.1109/cloud.2015.78openalex-snapshot
Utilizing Homomorphic Encryption to Implement Secure and Private Medical Cloud Computing
inferredcites →https://doi.org/10.1109/cscloud.2017.36openalex-snapshot
A Highly-Secure Self-Protection Data Scheme in Clouds Using Active Data Bundles and Agent-Based Secure Multi-party Computation
inferredcites →https://doi.org/10.1109/cyberc.2014.14openalex-snapshot
A Multilayer Evolutionary Homomorphic Encryption Approach for Privacy Preserving over Big Data
inferredcites →https://doi.org/10.1109/hicss.2013.645openalex-snapshot
Big Data: Issues and Challenges Moving Forward
inferredcites →https://doi.org/10.1109/ic3.2013.6612229openalex-snapshot
Big data: Issues, challenges, tools and Good practices
inferredcites →https://doi.org/10.1109/icact.2014.6779008openalex-snapshot
A cloud computing security solution based on fully homomorphic encryption
inferredcites →https://doi.org/10.1109/iccubea.2015.16openalex-snapshot
Enhancing Distributed Data Storage Security for Cloud Computing Using TPA and AES Algorithm
inferredcites →https://doi.org/10.1109/icde.2006.1openalex-snapshot
L-diversity: privacy beyond k-anonymity
inferredcites →https://doi.org/10.1109/icde.2007.367856openalex-snapshot
t-Closeness: Privacy Beyond k-Anonymity and l-Diversity
inferredcites →https://doi.org/10.1109/icebe.2016.024openalex-snapshot
K-Anonymity through the Enhanced Clustering Method
inferredcites →https://doi.org/10.1109/infcomw.2014.6849285openalex-snapshot
MACA: A privacy-preserving multi-factor cloud authentication system utilizing big data
inferredcites →https://doi.org/10.1109/jiot.2017.2732735openalex-snapshot
Privacy-Preserving Double-Projection Deep Computation Model With Crowdsourcing on Cloud for Big Data Feature Learning
inferredcites →https://doi.org/10.1109/mnet.2014.6863131openalex-snapshot
Toward efficient and privacy-preserving computing in big data era
inferredcites →https://doi.org/10.1109/sfcs.1982.38openalex-snapshot
Protocols for secure computations
inferredcites →https://doi.org/10.1109/sfcs.1982.88openalex-snapshot
Protocols for secure computations
inferredcites →https://doi.org/10.1109/tbdata.2016.2601934openalex-snapshot
Distributed Feature Selection for Efficient Economic Big Data Analysis
inferredcites →https://doi.org/10.1109/tbdata.2017.2701816openalex-snapshot
PPHOPCM: Privacy-Preserving High-Order Possibilistic c-Means Algorithm for Big Data Clustering with Cloud Computing
inferredcites →https://doi.org/10.1109/tc.2014.2366741openalex-snapshot
$k$ -Times Attribute-Based Anonymous Access Control for Cloud Computing
inferredcites →https://doi.org/10.1109/tc.2015.2470255openalex-snapshot
Privacy Preserving Deep Computation Model on Cloud for Big Data Feature Learning
inferredcites →https://doi.org/10.1109/tc.2015.2510646openalex-snapshot
User Collusion Avoidance Scheme for Privacy-Preserving Decentralized Key-Policy Attribute-Based Encryption
inferredcites →https://doi.org/10.1109/tc.2017.2693265openalex-snapshot
CABE: A New Comparable Attribute-Based Encryption Construction with 0-Encoding and 1-Encoding
inferredcites →https://doi.org/10.1109/tdsc.2016.2587623openalex-snapshot
Rmind: A Tool for Cryptographically Secure Statistical Analysis
inferredcites →https://doi.org/10.1109/tifs.2014.2382297openalex-snapshot
Improving Privacy and Security in Decentralized Ciphertext-Policy Attribute-Based Encryption
inferredcites →https://doi.org/10.1109/tifs.2016.2523941openalex-snapshot
An Efficient File Hierarchy Attribute-Based Encryption Scheme in Cloud Computing
inferredcites →https://doi.org/10.1109/tpds.2012.328openalex-snapshot
Security Analysis of a Privacy-Preserving Decentralized Key-Policy Attribute-Based Encryption Scheme
inferredcites →https://doi.org/10.1140/epjb/e2011-20207-xopenalex-snapshot
Link prediction in complex networks: a clustering perspective
inferredcites →https://doi.org/10.1142/s0218488502001648openalex-snapshot
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
inferredcites →https://doi.org/10.1145/1536414.1536440openalex-snapshot
Fully homomorphic encryption using ideal lattices
inferredcites →https://doi.org/10.1145/2381716.2381850openalex-snapshot
A clustering approach for structural k-anonymity in social networks using genetic algorithm
inferredcites →https://doi.org/10.1145/2633600openalex-snapshot
(Leveled) Fully Homomorphic Encryption without Bootstrapping
inferredcites →https://doi.org/10.1145/2817946.2820605openalex-snapshot
You Can Yak But You Can't Hide
inferredcites →https://doi.org/10.1145/2896386openalex-snapshot
Secure multiparty computations on Bitcoin
inferredcites →https://doi.org/10.1145/357980.358017openalex-snapshot
A method for obtaining digital signatures and public-key cryptosystems
inferredcites →https://doi.org/10.1145/359340.359342openalex-snapshot
A method for obtaining digital signatures and public-key cryptosystems
inferredcites →https://doi.org/10.1145/947380.947389openalex-snapshot
New traitor tracing schemes using bilinear map
inferredcites →https://doi.org/10.1371/journal.pone.0153384openalex-snapshot
Link-Prediction Enhanced Consensus Clustering for Complex Networks
inferredcites →https://doi.org/10.17148/ijarcce.2017.63178openalex-snapshot
Enhancing Distributed Data Storage Security for Cloud Computing using AES algorithm
inferredcites →https://doi.org/10.2991/snce-18.2018.156openalex-snapshot
Survey on Homomorphic Encryption Technology
inferredcites →https://doi.org/10.3233/978-1-61499-532-6-246openalex-snapshot
Practical Applications of Secure Multiparty Computation
inferredcites →https://doi.org/10.38007/978-1-80053-622-7openalex-snapshot
Big Data Security and Privacy Protection

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/9781119711629.ch10openalex-snapshot
The Role of Big Data Analysis in Increasing the Crime Prediction and Prevention Rates
inferred← citeshttps://doi.org/10.1002/ett.70130openalex-snapshot
Critical Review of Different Approaches of Multiparty Privacy Protection Methods and Effectiveness on Social Media
inferred← citeshttps://doi.org/10.1007/978-3-030-38557-6_1openalex-snapshot
Big Data and Privacy: Challenges and Opportunities
inferred← citeshttps://doi.org/10.1007/978-3-030-91096-9_2openalex-snapshot
Role of Internet of Things and Artificial Intelligence in COVID-19 Pandemic Monitoring
inferred← citeshttps://doi.org/10.1007/978-981-19-5787-1_8openalex-snapshot
Public Health vs. Personal Privacy During COVID-19 in China
inferred← citeshttps://doi.org/10.1007/978-981-95-0457-2_13openalex-snapshot
Economic and Ethical Considerations in Nanoparticle Therapies
inferred← citeshttps://doi.org/10.1007/978-981-95-5025-8_4openalex-snapshot
The Projection Onto Data Plane
inferred← citeshttps://doi.org/10.1007/978-981-99-5080-5_1openalex-snapshot
Current Status of Challenges in Data Security: A Review
inferred← citeshttps://doi.org/10.1007/s10586-022-03568-5openalex-snapshot
Big data analytics for data-driven industry: a review of data sources, tools, challenges, solutions, and research directions
inferred← citeshttps://doi.org/10.1007/s11277-023-10248-zopenalex-snapshot
Performance Analysis of a Lightweight Robust Chaotic Image Re-encryption Scheme for 5G Heterogeneous Networks
inferred← citeshttps://doi.org/10.1007/s42044-023-00158-5openalex-snapshot
Recent trends in computational intelligence for educational big data analysis
inferred← citeshttps://doi.org/10.1016/j.ijin.2023.09.002openalex-snapshot
Enhancing vulnerability scoring for information security in intelligent computers
inferred← citeshttps://doi.org/10.1016/j.inffus.2020.04.009openalex-snapshot
A survey on secure communication techniques for 5G wireless heterogeneous networks
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-17368openalex-snapshot
Big Data and Computer Vision Applications in Construction Safety Management: Complementary Features, Challenges, and Future Research Directions
inferred← citeshttps://doi.org/10.1061/jladah.ladr-1360openalex-snapshot
Regulatory Framework and Data Governance around Big Data in the Construction Industry
inferred← citeshttps://doi.org/10.1080/0951192x.2024.2319656openalex-snapshot
Research on data security in industry 4.0 manufacturing industry against the background of privacy protection challenges
inferred← citeshttps://doi.org/10.1109/access.2024.3357943openalex-snapshot
Elevating Big Data Privacy: Innovative Strategies and Challenges in Data Abundance
inferred← citeshttps://doi.org/10.1109/aisc56616.2023.10085049openalex-snapshot
The Analyzing of Role of Big Data in Security and General Privacy Problems through Correlation Analysis
inferred← citeshttps://doi.org/10.1109/bigdata55660.2022.10020987openalex-snapshot
One Stone, Three Birds: Finer-Grained Encryption with Apache Parquet @ Large Scale
inferred← citeshttps://doi.org/10.1109/dsit61374.2024.10881293openalex-snapshot
Unveiling the Landscape of Data Security and Privacy Technology: A Comprehensive Patent Analysis
inferred← citeshttps://doi.org/10.1109/i-smac49090.2020.9243527openalex-snapshot
Big Data Privacy and Challenges for Machine Learning
inferred← citeshttps://doi.org/10.1109/icacite53722.2022.9823900openalex-snapshot
The Critical Role Played by Big Data Management in Effectively Addressing the Security and Overall Privacy Concerns Through Correlation Analysis
inferred← citeshttps://doi.org/10.1109/iccst59048.2023.10726843openalex-snapshot
A New Wave in HDFS Data Security: Merging AES & MapReduce for Efficient Data Encryption
inferred← citeshttps://doi.org/10.1109/icct.2018.8600051openalex-snapshot
A Review of Big Data Security and Privacy Protection Technology
inferred← citeshttps://doi.org/10.1109/iceeng49683.2022.9781955openalex-snapshot
Securing Big Data: A Survey on Security Solutions
inferred← citeshttps://doi.org/10.1145/3675249.3675301openalex-snapshot
Research on the Key Technologies of Security and Privacy Protection in Big Data Life Cycle
inferred← citeshttps://doi.org/10.2478/hjbpa-2020-0026openalex-snapshot
Is Big Data Security Essential for Students to Understand?
inferred← citeshttps://doi.org/10.25045/ncinfosec.2018.52openalex-snapshot
Big Data texnologiyalarının təhlükəsizlik problemləri və həlli yolları
inferred← citeshttps://doi.org/10.26713/cma.v13i1.1974openalex-snapshot
Challenges and Obstacles Facing Data in the Big Data Environment
inferred← citeshttps://doi.org/10.28925/2663-4023.2025.27.726openalex-snapshot
ANALYSIS OF CURRENT PROBLEMS OF SECURITY OF CORPORATE DATABASES IN THE CONDITIONS OF MODERN INFRASTRUCTURE AND WAYS TO SOLUTION THEM
inferred← citeshttps://doi.org/10.28925/2663-4023.2025.29.927openalex-snapshot
CONCEPT OF AUTOMATED RESPONSE TO THREATS IN CORPORATE DATABASES IN REAL-TIME MODE
inferred← citeshttps://doi.org/10.3390/sym13111990openalex-snapshot
A Proposed Framework for Secure Data Storage in a Big Data Environment Based on Blockchain and Mobile Agent
inferred← citeshttps://doi.org/10.35940/ijrte.b1451.0982s1119openalex-snapshot
One Size Does Not Fit All: Trade-offs between Misuse Probability and Level of Sanitization for Big Data
inferred← citeshttps://doi.org/10.36227/techrxiv.19689232openalex-snapshot
Securing Big Data: A Survey on Security Solutions
inferred← citeshttps://doi.org/10.36227/techrxiv.19689232.v1openalex-snapshot
Securing Big Data: A Survey on Security Solutions
inferred← citeshttps://doi.org/10.37962/ibras/2021/162-169openalex-snapshot
Data Privacy Issues and Challenges: Lessons from Literature
inferred← citeshttps://doi.org/10.4018/ijirr.299938openalex-snapshot
Challenges and Ethical Issues in Data Privacy
inferred← citeshttps://doi.org/10.5121/csit.2020.10060openalex-snapshot
Computer Science & Information Technology
inferred← citeshttps://doi.org/10.5121/csit.2020.100602openalex-snapshot
Trusted Computing in Data Science: Viable Countermeasure in Risk Management Plan
inferred← citeshttps://doi.org/10.56726/irjmets60111openalex-snapshot
TOOLS AND CHALLENGES IN BIG DATA ANALYTICS
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