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Giovanni Cherubin

Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition

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Jun 12, 2024
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Are you still on track!? Catching LLM Task Drift with Activations

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Jun 02, 2024
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Closed-Form Bounds for DP-SGD against Record-level Inference

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Feb 22, 2024
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SoK: Let The Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning

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Dec 21, 2022
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Synthetic Data -- what, why and how?

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May 06, 2022
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Approximating Full Conformal Prediction at Scale via Influence Functions

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Feb 02, 2022
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Reconstructing Training Data with Informed Adversaries

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Jan 13, 2022
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Exact Optimization of Conformal Predictors via Incremental and Decremental Learning

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Feb 05, 2021
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