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Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models


Jan 23, 2022
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino

* Conditionally accepted to USENIX Security 2022. This is not the camera-ready version. arXiv admin note: substantial text overlap with arXiv:2012.03404 

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Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search


Dec 07, 2021
Ruidong Han, Chao Yang, Siqi Ma, JiangFeng Ma, Cong Sun, Juanru Li, Elisa Bertino

* Accepted to ICSE2022 Technical Track 

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Simeon -- Secure Federated Machine Learning Through Iterative Filtering


Mar 13, 2021
Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic, Alan Blair, Elisa Bertino


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Artificial Intelligence & Cooperation


Dec 10, 2020
Elisa Bertino, Finale Doshi-Velez, Maria Gini, Daniel Lopresti, David Parkes

* A Computing Community Consortium (CCC) white paper, 4 pages 

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Artificial Intelligence at the Edge


Dec 10, 2020
Elisa Bertino, Sujata Banerjee

* A Computing Community Consortium (CCC) white paper, 4 pages 

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Black-box Model Inversion Attribute Inference Attacks on Classification Models


Dec 07, 2020
Shagufta Mehnaz, Ninghui Li, Elisa Bertino


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