Adversarial Privacy-Preserving Graph Embedding Against Inference Attack
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DOI: 10.1109/jiot.2020.3036583
Abstract: Recently, the surge in popularity of the Internet of Things (IoT), mobile devices, social media, etc., has opened up a large source for graph data. Graph embedding has been proved extremely useful to learn low-dimensional… read more here.
Keywords: adversarial privacy; inference; privacy preserving; graph ... See more keywords
Context-Aware Generative Adversarial Privacy
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DOI: 10.3390/e19120656
Abstract: Preserving the utility of published datasets while simultaneously providing provable privacy guarantees is a well-known challenge. On the one hand, context-free privacy solutions, such as differential privacy, provide strong privacy guarantees, but often lead to… read more here.
Keywords: gap; generative adversarial; adversarial privacy; context aware ... See more keywords