Search Results for author: Anusua Trivedi

Found 7 papers, 1 papers with code

Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation

no code implementations3 Jun 2021 Anusua Trivedi, Alyssa Suhm, Prathamesh Mahankal, Subhiksha Mukuntharaj, Meghana D. Parab, Malvika Mohan, Meredith Berger, Arathi Sethumadhavan, Ashish Jaiman, Rahul Dodhia

The rise in online misinformation in recent years threatens democracies by distorting authentic public discourse and causing confusion, fear, and even, in extreme cases, violence.

Misinformation

Improving Lesion Detection by exploring bias on Skin Lesion dataset

no code implementations4 Oct 2020 Anusua Trivedi, Sreya Muppalla, Shreyaan Pathak, Azadeh Mobasher, Pawel Janowski, Rahul Dodhia, Juan M. Lavista Ferres

Bissoto et al. experimented with different bounding-box based masks and showed that deep learning models could classify skin lesion images without clinically meaningful information in the input data.

Lesion Detection

privGAN: Protecting GANs from membership inference attacks at low cost

1 code implementation31 Dec 2019 Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan Lavista Ferres

It has been shown that such synthetic data can be used for a variety of downstream tasks such as training classifiers that would otherwise require the original dataset to be shared.

Privacy Preserving

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