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Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets



Mustafa Abdallah , Byung-Gun Joung , Wo Jae Lee , Charilaos Mousoulis , John W. Sutherland , Saurabh Bagchi

* arXiv admin note: substantial text overlap with arXiv:2102.05814 

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Virtuoso: Video-based Intelligence for real-time tuning on SOCs



Jayoung Lee , PengCheng Wang , Ran Xu , Venkat Dasari , Noah Weston , Yin Li , Saurabh Bagchi , Somali Chaterji

* 28 pages, 15 figures, 4 tables, ACM-TODAES 

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TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks



Atul Sharma , Wei Chen , Joshua Zhao , Qiang Qiu , Somali Chaterji , Saurabh Bagchi

* 12 pages 

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Federated Action Recognition on Heterogeneous Embedded Devices



Pranjal Jain , Shreyas Goenka , Saurabh Bagchi , Biplab Banerjee , Somali Chaterji

* IEEE Transactions on Artificial Intelligence 2021 
* 13 pages, 12 figures 

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Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests



Sean Kulinski , Saurabh Bagchi , David I. Inouye

* NeurIPS 33 (2020) 19523-19533 
* NeurIPS 2020 Camera Ready 

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Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems



Mustafa Abdallah , Wo Jae Lee , Nithin Raghunathan , Charilaos Mousoulis , John W. Sutherland , Saurabh Bagchi


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Exploring Adversarial Examples via Invertible Neural Networks



Ruqi Bai , Saurabh Bagchi , David I. Inouye


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Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems



Mustafa Abdallah , Daniel Woods , Parinaz Naghizadeh , Issa Khalil , Timothy Cason , Shreyas Sundaram , Saurabh Bagchi

* Accepted to appear at the 16th ACM Asia Conference on Computer and Communications Security (ASIACCS), 2021. arXiv admin note: text overlap with arXiv:2004.01958 

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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles



Ran Xu , Chen-lin Zhang , Pengcheng Wang , Jayoung Lee , Subrata Mitra , Somali Chaterji , Yin Li , Saurabh Bagchi

* Accepted to appear at the 18th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020 

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