References

Academic Publications

Model Extraction Attacks

DeFazio, D., & Ramesh, A. (2019). Adversarial model extraction on graph neural networks. arXiv preprint arXiv:1912.07721.

Wu, B., Yang, X., Pan, S., & Yuan, X. (2022). Model extraction attacks on graph neural networks: Taxonomy and realisation. In Proceedings of the 2022 ACM on Asia conference on computer and communications security, 337-350.

Shen, Y., He, X., Han, Y., & Zhang, Y. (2022). Model stealing attacks against inductive graph neural networks. In 2022 IEEE Symposium on Security and Privacy (SP), 1175-1192.

Watermarking Defense

Zhao, X., Wu, H., & Zhang, X. (2021). Watermarking graph neural networks by random graphs. In 2021 9th International Symposium on Digital Forensics and Security (ISDFS), 1-6. IEEE.