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Taylor T. Johnson

Formal Logic-guided Robust Federated Learning against Poisoning Attacks

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Nov 05, 2024
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FISC: Federated Domain Generalization via Interpolative Style Transfer and Contrastive Learning

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Oct 30, 2024
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Formal Logic Enabled Personalized Federated Learning Through Property Inference

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Jan 24, 2024
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The Fourth International Verification of Neural Networks Competition (VNN-COMP 2023): Summary and Results

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Dec 28, 2023
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Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes

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Dec 27, 2023
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SUDS: Sanitizing Universal and Dependent Steganography

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Sep 23, 2023
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First Three Years of the International Verification of Neural Networks Competition (VNN-COMP)

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Jan 14, 2023
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The Third International Verification of Neural Networks Competition (VNN-COMP 2022): Summary and Results

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Dec 20, 2022
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Reachability Analysis of a General Class of Neural Ordinary Differential Equations

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Jul 13, 2022
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An Empirical Analysis of the Use of Real-Time Reachability for the Safety Assurance of Autonomous Vehicles

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May 03, 2022
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