Modeste Atsague

According to our database, Modeste Atsague authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Adaptive Weight Assignment for Adversarial Training Based on Predicted Class Probabilities Across Different Attacks and Perturbation Sizes.

Modeste Atsague, Jin Tian, Olukorede Fakorede

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

2024

Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness.

Olukorede Fakorede, Modeste Atsague, Jin Tian

Trans. Mach. Learn. Res., 2024

Improving Adversarial Training using Vulnerability-Aware Perturbation Budget.

Olukorede Fakorede, Modeste Atsague, Jin Tian

CoRR, 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

2021

A Mutual Information Regularization for Adversarial Training.

Modeste Atsague, Olukorede Fakorede, Jin Tian

Proceedings of the Asian Conference on Machine Learning, 2021