Data Security in Recommendation System Using Homomorphic Encryption

被引:1
|
作者
Soni, Kajol [1 ]
Panchal, Gaurang [1 ]
机构
[1] Chandubhai S Patel Inst Technol, U&PU Patel Dept Comp Engn, Changa, India
关键词
Cloud data storage; Homomorphic encryption; Data security; Data confidentiality; Data integrity; Recommendation system; Collaborative filtering;
D O I
10.1007/978-3-319-63673-3_37
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cloud computing is like a daily routine now a day. Even though it has numbers of advantages in technical and business view, still there are some challenges there like data storage security, confidentiality and integrity. Main risk in cloud data is about to trust on cloud owner. Encrypted data is not useful for any computational process, so we cannot store as encrypted data. In recommendation system cloud plays very important role. Using homomorphic encryption, we can perform cloud data analyzation. This paper discusses about different homomorphic encryption technique and solution to recommendation system.
引用
收藏
页码:308 / 313
页数:6
相关论文
共 50 条
  • [1] Data Security in Distributed System using Fully Homomorphic Encryption and Linear
    Gauraha, Narendra
    Mishra, Deepak
    Trivedi, Prashant
    2013 INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT 2013), 2013, : 423 - 425
  • [2] Homomorphic Encryption for Security of Cloud Data
    Potey, Manish M.
    Dhote, C. A.
    Sharma, Deepak H.
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMMUNICATION, COMPUTING AND VIRTUALIZATION (ICCCV) 2016, 2016, 79 : 175 - 181
  • [3] Homomorphic Encryption for Data Security in Cloud Computing
    Chauhan, Kamal Kumar
    Sanger, Amit K. S.
    Verma, Ajai
    2015 14TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY (ICIT 2015), 2015, : 206 - 209
  • [4] A Data Aggregation Security Enhancing Scheme in WSNs Using Homomorphic Encryption
    Hayouni, Haythem
    Hamdi, Mohamed
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2018, 24 (04): : 729 - 737
  • [5] Ensuring security of artificial pancreas device system using homomorphic encryption
    Weng, Haotian
    Hettiarachchi, Chirath
    Nolan, Christopher
    Suominen, Hanna
    Lenskiy, Artem
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 79
  • [6] Enhanced Database Security Using Homomorphic Encryption
    Roset, Connor
    Warren, Van
    Chiang, Chia-Chu
    INFORMATION SCIENCE AND APPLICATIONS 2017, ICISA 2017, 2017, 424 : 377 - 387
  • [7] Cloud Security Implementation using Homomorphic Encryption
    Syafalni, Infall
    Fadhli, Hamdani
    Utami, Wuri
    Dharma, Gede Satya Adi
    Mulyawan, Rahmat
    Sutisna, Nana
    Adiono, Trio
    2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNETSAT), 2020, : 341 - 345
  • [8] Blockchain and Homomorphic Encryption for Data Security and Statistical Privacy
    Raj, Rahul
    Peker, Yesem Kurt
    Mutlu, Zeynep Delal
    ELECTRONICS, 2024, 13 (15)
  • [9] Efficient Neuroimaging Data Security and Encryption Using Pixel-Based Homomorphic Residue Number System
    Usman L.O.
    Muniyandi R.C.
    Usman M.A.
    SN Computer Science, 4 (6)
  • [10] Enhancement in Homomorphic Encryption Scheme for Cloud Data Security
    Kaur, Samjot
    Wasson, Vikas
    2015 9TH INTERNATIONAL CONFERENCE ON NEXT GENERATION MOBILE APPLICATIONS, SERVICES AND TECHNOLOGIES (NGMAST 2015), 2015, : 54 - 59