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Projects
- 1 Active
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Collaborative Research: SaTC: EDU: A Lab-based Curriculum for Watermarking AI-Generated Content: Theory, Algorithms, and Robustness Testing
Jia, J. (PI)
8/15/24 → 7/31/27
Project: Research project
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An adaptive multimodal fusion framework for smartphone-based medication adherence monitoring of Parkinson's disease
Zhong, C., Jia, J. & Li, H., Jun 2025, In: Smart Health. 36, 100561.Research output: Contribution to journal › Review article › peer-review
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DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
Liu, Y., Jia, Y., Jia, J., Song, D. & Gong, N. Z., 2025, Proceedings - 46th IEEE Symposium on Security and Privacy, SP 2025. Blanton, M., Enck, W. & Nita-Rotaru, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2190-2208 19 p. (Proceedings - IEEE Symposium on Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PROVABLY ROBUST EXPLAINABLE GRAPH NEURAL NETWORKS AGAINST GRAPH PERTURBATION ATTACKS
Li, J., Pang, M., Dong, Y., Jia, J. & Wang, B., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 45172-45191 20 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Stealing Training Graphs from Graph Neural Networks
Lin, M., Dai, E., Xu, J., Jia, J., Zhang, X. & Wang, S., Jul 20 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 777-788 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning
Liu, Y., Wang, Y. & Jia, J., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 532-540 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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