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On the amplification of security and privacy risks by post-hoc explanations in machine learning models


Jun 28, 2022
Pengrui Quan, Supriyo Chakraborty, Jeya Vikranth Jeyakumar, Mani Srivastava

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* 9 pages, appendix: 2 pages 

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Automatic Concept Extraction for Concept Bottleneck-based Video Classification


Jun 21, 2022
Jeya Vikranth Jeyakumar, Luke Dickens, Luis Garcia, Yu-Hsi Cheng, Diego Ramirez Echavarria, Joseph Noor, Alessandra Russo, Lance Kaplan, Erik Blasch, Mani Srivastava

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* 10 pages, Appendix: 2 pages 

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Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics


Mar 07, 2022
Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani Srivastava

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* InInternational Conference on Internet of Things 2020 Sep 18 (pp. 45-62). Springer, Cham 

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