7128@AAAI

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#1 Towards Adversarially Robust Knowledge Graph Embeddings [PDF] [Copy] [Kimi]

Author: Peru Bhardwaj

Knowledge graph embedding models enable representation learning on multi-relational graphs and are used in security sensitive domains. But, their security analysis has received little attention. I will research security of these models by designing adversarial attacks against them, improving their adversarial robustness and evaluating the effect of proposed improvement on their interpretability.