Efficient Integrity Verification for Outsourced Collaborative Filtering

@article{Vaidya2014EfficientIV,
  title={Efficient Integrity Verification for Outsourced Collaborative Filtering},
  author={Jaideep Vaidya and Ibrahim Yakut and Anirban Basu},
  journal={2014 IEEE International Conference on Data Mining},
  year={2014},
  pages={560-569}
}
Collaborative filtering (CF) over large datasets requires significant computing power. Due to this data owning organizations often outsource the computation of CF (including some abstraction of the data itself) to a public cloud infrastructure. However, this leads to the question of how to verify the integrity of the outsourced computation. In this paper, we develop verification mechanisms for two popular item based collaborative filtering techniques. We further analyze the cheating behavior of… CONTINUE READING
5 Citations
12 References
Similar Papers

References

Publications referenced by this paper.
Showing 1-10 of 12 references

Similar Papers

Loading similar papers…