Peru Bhardwaj. Adversarial Robustness of Representation Learning for Knowledge Graphs, Trinity College Dublin. School of Computer Science & Statistics, 2022 [PhD Thesis]
Peru Bhardwaj, John Kelleher, Luca Costabello, and Declan O’Sullivan. 2021. Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 8225–8239, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics.
Peru Bhardwaj, John Kelleher, Luca Costabello, and Declan O’Sullivan. 2021. Poisoning Knowledge Graph Embeddings via Relation Inference Patterns. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1875–1888, Online. Association for Computational Linguistics.
Peru Bhardwaj. 2020. Towards Adversarially Robust Knowledge Graph Embeddings. In Proceedings of the AAAI Conference on Artificial Intelligence 34 (10):13712-13. https://doi.org/10.1609/aaai.v34i10.7128.