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Exploiting Context for Robustness to Label Noise in Active Learning



Sudipta Paul , Shivkumar Chandrasekaran , B. S. Manjunath , Amit K. Roy-Chowdhury


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FLaPS: Federated Learning and Privately Scaling



Sudipta Paul , Poushali Sengupta , Subhankar Mishra

* 5 figures, 8 tables, Accepted to the SLICE 2020 

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Text-based Localization of Moments in a Video Corpus



Sudipta Paul , Niluthpol Chowdhury Mithun , Amit K. Roy-Chowdhury


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LAC : LSTM AUTOENCODER with Community for Insider Threat Detection



Sudipta Paul , Subhankar Mishra

* 10 pages, 8 figures, 5 tables, Accepted to the 3rd ICIST 2020, Tokyo, Japan 

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Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency



Shasha Li , Shitong Zhu , Sudipta Paul , Amit Roy-Chowdhury , Chengyu Song , Srikanth Krishnamurthy , Ananthram Swami , Kevin S Chan

* The paper is accepted by ECCV 2020 

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Learning With Differential Privacy



Poushali Sengupta , Sudipta Paul , Subhankar Mishra

* 25 pages, Accepted to - ""Handbook of Research on Cyber Crime and Information Privacy"" as a book chapter 

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BUDS: Balancing Utility and Differential Privacy by Shuffling



Poushali Sengupta , Sudipta Paul , Subhankar Mishra

* 11 pages, 3 images, 3 tables, Accepted to 11th ICCCNT, 2020, IIT KGP 

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ARA : Aggregated RAPPOR and Analysis for Centralized Differential Privacy



Sudipta Paul , Subhankar Mishra

* SN COMPUT. SCI. (2020) 1: 22 

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