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ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models
Recent research in tabular data synthesis has focused on single tables, whereas real-world applications often involve complex data with tens or hundreds of interconnected tables.
On Privacy and Confidentiality of Communications in Organizational Graphs
We propose a model that captures the correlation in the social network graph, and incorporates this correlation in the privacy calculations through Pufferfish privacy principles.
On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks
We focus on backdoor-based watermarking and propose two -- a black-box and a white-box -- attacks that remove the watermark.
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