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Talks
2026
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Towards a Science of Trustworthy AI: Fundamental Limits and How to Achieve Them
Stony Brook University
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Mar 23, 2026
Encrypted Machine Learning
Bridge2AI Seminar
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Feb 18, 2026
The Art of Unseeing Ghosts in our Data
UCR RAISE Seminar Series
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Jan 16, 2026
2025
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Encrypted Biometric Systems
JP Morgan Chase
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Jul 21, 2025
Measuring and Mitigating Bias in AI
Ethical AI and High-Performance Computing Seminar
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Jun 27, 2025
A Roadmap for Next Generation Biometric Template Protection
Martigny Biometrics Workshop
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May 20, 2025
Let's Talk ChatGPT
CE271 Guest Lecture
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Apr 16, 2025
Rethinking AI Architectures for Data and Circuit Privacy
AMS Special Session on AI meets Cryptography
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Jan 8, 2025
2024
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Co-Designing AI and Homomorphic Architectures for Secure AI
Pixel Biometrics Seminar
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Dec 3, 2024
Homomorphic Encryption for Secure Biometrics
BIWG: Research & Prototyping
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Nov 19, 2024
Measuring and Mitigating Bias in AI
DLAI8
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Jul 17, 2024
AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE
USENIX Security 2024
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Jul 1, 2024
Let's Talk ChatGPT
DeWitt District Library
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Jan 26, 2024
2023
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The Utility-Fairness Trade-Offs in Learning Fair Representations
Wayne State University (CSE Graduate Seminar)
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Oct 24, 2023
Designing CNNs for Secure Inference
TrustML Workshop @ UBC
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Jun 23, 2023
Homomorphically Encrypted Biometric Template Fusion
Norwegian Biometrics Laboratory Workshop
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Mar 8, 2023
Homomorphic Encryption for Biometric Security: Challenges, Progress and Opportunities
DHS Science and Technology Review 2023
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Mar 7, 2023
2022
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HERS: Homomorphically Encrypted Representation Search
IJCB 2022
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Oct 13, 2022
HEFT: Homomorphically Encrypted Fusion of Biometric Templates
IJCB 2022
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Oct 12, 2022
Fairness, Privacy and Efficiency in AI
MSU CSE Faculty Retreat
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Sep 2, 2022
Bias in AI: Fundamental Trade-Offs and Algorithms
May 3, 2022
2021
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Privacy-Preserving Computer Vision with Homomorphic Encryption
Stanley Black and Decker Seminar
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Jun 3, 2021
Towards Learning Semantically Controllable Representations
DLAI5
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May 7, 2021
Fairness and Privacy in Artificial Intelligence
RAISE at Michigan State University
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Mar 24, 2021
2020
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Multi-Objective Neural Architecture Search
3M Seminar
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Oct 23, 2020
Towards Fairness in Biometric Systems: Fundamental Trade-Offs and Algorithms
German Biometrics Working Group Meeting
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Sep 14, 2020
Towards Semantically Controllable and Secure Representations
Purdue University
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Jan 28, 2020