Model-agnostic clean-label backdoor mitigation in cybersecurity environments

Authors: Giorgio Severi, Simona Boboila, John Holodnak, Kendra Kratkiewicz, Rauf Izmailov, Michael J. De Lucia, Alina Oprea | Published: 2024-07-11 | Updated: 2025-05-05
2024.07.11
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Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring

Authors: Fardin Jalil Piran, Prathyush P. Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani | Published: 2024-07-09 | Updated: 2025-03-17
2024.07.09 2025.04.03
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Approximating Two-Layer ReLU Networks for Hidden State Analysis in Differential Privacy

Authors: Antti Koskela | Published: 2024-07-05 | Updated: 2024-10-11
2024.07.05 2025.04.03
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A Geometric Framework for Adversarial Vulnerability in Machine Learning

Authors: Brian Bell | Published: 2024-07-03
2024.07.03 2025.04.03
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MALT Powers Up Adversarial Attacks

Authors: Odelia Melamed, Gilad Yehudai, Adi Shamir | Published: 2024-07-02
2024.07.02 2025.04.03
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Attack-Aware Noise Calibration for Differential Privacy

Authors: Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du Pin Calmon, Carmela Troncoso | Published: 2024-07-02 | Updated: 2024-11-07
2024.07.02 2025.04.03
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On Discrete Prompt Optimization for Diffusion Models

Authors: Ruochen Wang, Ting Liu, Cho-Jui Hsieh, Boqing Gong | Published: 2024-06-27
2024.06.27 2025.04.03
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Diffusion-based Adversarial Purification for Intrusion Detection

Authors: Mohamed Amine Merzouk, Erwan Beurier, Reda Yaich, Nora Boulahia-Cuppens, Frédéric Cuppens | Published: 2024-06-25
2024.06.25 2025.04.03
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Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness

Authors: Vaclav Voracek | Published: 2024-06-25 | Updated: 2025-01-20
2024.06.25 2025.04.03
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The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI

Authors: Christopher Burger, Charles Walter, Thai Le | Published: 2024-06-22 | Updated: 2025-01-17
2024.06.22 2025.04.03
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