Privacy in e-Shopping Transactions: Exploring and Addressing the Trade-Offs.

CSCML(2018)

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摘要
The huge growth of e-shopping has brought convenience to customers, increased revenue to merchants and financial entities and evolved to possess a rich set of functionalities and requirements (e.g., regulatory ones). However, enhancing customer privacy remains to be a challenging problem; while it is easy to create a simple system with privacy, this typically causes loss of functions. In this work, we look into current e-shopping infrastructures and aim at enhancing customer privacy while retaining important features and requiring the system to maintain the topology and transaction flow of established e-shopping systems that are currently operational. Thus, we apply what we call the "utility, privacy, and then utility again" paradigm: we start from the state of the art of e-shopping (utility); then we add privacy enhancing mechanisms, reducing its functionality in order to tighten privacy to the fullest (privacy); and finally, we incorporate tools which add back lost features, carefully relaxing privacy this time (utility again). We also implemented and tested our design, verifying its reasonable added costs.
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