Research output per year
Research output per year
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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EDoG: Adversarial Edge Detection for Graph Neural Networks
Xu, X., Wang, H., Lal, A., Gunter, C. A. & Li, B., 2023, Proceedings - 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023. Institute of Electrical and Electronics Engineers Inc., p. 291-305 15 p. (Proceedings - 2023 IEEE Conference on Secure and Trustworthy Machine Learning, SaTML 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Detecting AI trojans using meta neural analysis
Xu, X., Wang, Q., Li, H., Borisov, N., Gunter, C. A. & Li, B., May 2021, Proceedings - 2021 IEEE Symposium on Security and Privacy, SP 2021. Institute of Electrical and Electronics Engineers Inc., p. 103-120 18 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2021-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
Long, Y., Wang, B., Yang, Z., Kailkhura, B., Zhang, A., Gunter, C. A. & Li, B., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 2965-2977 13 p. (Advances in Neural Information Processing Systems; vol. 4).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Hypothesis Testing Approach to Sharing Logs with Confidence
Long, Y., Xu, L. & Gunter, C. A., Mar 16 2020, CODASPY 2020 - Proceedings of the 10th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, p. 307-318 12 p. (CODASPY 2020 - Proceedings of the 10th ACM Conference on Data and Application Security and Privacy).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Pragmatic Approach to Membership Inferences on Machine Learning Models
Long, Y., Wang, L., Bu, D., Bindschaedler, V., Wang, X., Tang, H., Gunter, C. A. & Chen, K., Sep 2020, Proceedings - 5th IEEE European Symposium on Security and Privacy, Euro S and P 2020. Institute of Electrical and Electronics Engineers Inc., p. 521-534 14 p. 9230385. (Proceedings - 5th IEEE European Symposium on Security and Privacy, Euro S and P 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Honors & Recognition
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Kenneth and Mamie Clark Award for Outstanding Contribution to the Professional Development of Ethnic Minority Graduate Students
Gunter, Carl (Recipient), 2015
Prize: Prize/Award