Ashutosh Nirala

According to our database, Ashutosh Nirala authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

AlignFix: Fixing Adversarial Perturbations by Agreement Checking for Adversarial Robustness against Black-box Attacks.

Ashutosh Kumar Nirala, Jin Tian, Olukorede Fakorede, Modeste Atsague

Trans. Mach. Learn. Res., 2025

2024

Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing.

Ashutosh Nirala, Ameya Joshi, Soumik Sarkar, Chinmay Hegde

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

2023

Vulnerability-Aware Instance Reweighting For Adversarial Training.

Olukorede Fakorede, Ashutosh Kumar Nirala, Modeste Atsague, Jin Tian

Trans. Mach. Learn. Res., 2023

A Penalized Modified Huber Regularization to Improve Adversarial Robustness.

Modeste Atsague, Ashutosh Nirala, Olukorede Fakorede, Jin Tian

Proceedings of the IEEE International Conference on Image Processing, 2023

Improving Adversarial Robustness with Hypersphere Embedding and Angular-Based Regularizations.

Olukorede Fakorede, Ashutosh Nirala, Modeste Atsague, Jin Tian

Proceedings of the IEEE International Conference on Acoustics, 2023