Kumud Lakara

According to our database, Kumud Lakara authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems.

Pratinav Seth, Akshat Bhandari, Kumud Lakara

CoRR, 2023

SpotOn: A Gradient-based Targeted Data Poisoning Attack on Deep Neural Networks.

Yash Khare, Kumud Lakara, Sparsh Mittal, Arvind Kaushik, Rekha Singhal

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

2022

Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models.

Kumud Lakara, Matias Valdenegro-Toro

CoRR, 2022

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

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022

2021

Evaluating Predictive Uncertainty and Robustness to Distributional Shift Using Real World Data.

Kumud Lakara, Akshat Bhandari, Pratinav Seth, Ujjwal Verma

CoRR, 2021

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

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021