BERT based Transformers lead the way in Extraction of Health Information from Social Media. - Sidharth R; Abhiraj Tiwari; Parthivi Choubey; Saisha Kashyap; Sahil Khose; Kumud Lakara; Nishesh Singh; Ujjwal Verma (SMM4H@NAACL-HLT, 2021)

Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data. - Kumud Lakara; Akshat Bhandari; Pratinav Seth; Ujjwal Verma (CoRR, 2021)

Design and Analysis of Novel Bit-flip Attacks and Defense Strategies for DNNs. - Yash Khare; Kumud Lakara; Maruthi Seshidhar Inukonda; Sparsh Mittal; Mahesh Chandra; Arvind Kaushik (DSC, 2022)

Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models. - Kumud Lakara; Matias Valdenegro-Toro (CoRR, 2022)

SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks. - Yash Khare; Kumud Lakara; Sparsh Mittal; Arvind Kaushik; Rekha Singhal (ISQED, 2023)

Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems. - Pratinav Seth; Akshat Bhandari; Kumud Lakara (CoRR, 2023)

MAD-Sherlock: Multi-Agent Debates for Out-of-Context Misinformation Detection. - Kumud Lakara; Juil Sock; Christian Rupprecht 001; Philip Torr 001; John P. Collomosse; Christian Schröder de Witt (CoRR, 2024)