Efficient Secure k-Nearest Neighbours over Encrypted Data

@inproceedings{Kesarwani2018EfficientSK,
  title={Efficient Secure k-Nearest Neighbours over Encrypted Data},
  author={Manish Kesarwani and Akshar Kaul and Prasad Naldurg and Sikhar Patranabis and Gagandeep Singh and Sameep Mehta and Debdeep Mukhopadhyay},
  booktitle={EDBT},
  year={2018}
}
Enterprise customers of cloud services are wary of outsourcing sensitive user and business data due to inherent security and privacy concerns. In this context, storing and computing directly on encrypted data is an attractive solution, especially against insider attacks. Homomorphic encryption, the keystone enabling technology is unfortunately prohibitively expensive. In this paper, we focus on finding k-Nearest Neighbours (k-NN) directly on encrypted data, a basic data-mining and machine… CONTINUE READING

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