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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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Opportunistic Multi-Modal User Authentication for Health-Tracking IoT Wearables


Oct 09, 2021
Alexa Muratyan, William Cheung, Sayanton V. Dibbo, Sudip Vhaduri

* Accepted to publish in the 5th EAI International Conference on Safety and Security in Internet of Things (SaSeIoT 2021). (The previous version of this paper had an incorrect title due to a mistake. Aside from the title, all contents of this manuscript remain the same and match the version accepted at SaSeIoT 2021) 

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Opportunistic Implicit User Authentication for Health-Tracking IoT Wearables


Sep 28, 2021
Alexa Muratyan, William Cheung, Sayanton V. Dibbo, Sudip Vhaduri

* Accepted to publish in the 5th EAI International Conference on Safety and Security in Internet of Things (SaSeIoT 2021) 

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