An Evaluation Metric for Object Detection Algorithms in Autonomous Navigation Systems and its Application to a Real-Time Alerting System. - Harshitha Machiraju; Sumohana S. Channappayya (ICIP, 2018)

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models. - Nupur Kumari; Mayank Singh 007; Abhishek Sinha; Harshitha Machiraju; Balaji Krishnamurthy; Vineeth N. Balasubramanian (IJCAI, 2019)

A Little Fog for a Large Turn. - Harshitha Machiraju; Vineeth N. Balasubramanian (WACV, 2020)

Bio-inspired Robustness: A Review. - Harshitha Machiraju; Oh-Hyeon Choung; Pascal Frossard; Michael H. Herzog (CoRR, 2021)

CLAD: A Contrastive Learning based Approach for Background Debiasing. - Ke Wang; Harshitha Machiraju; Oh-Hyeon Choung; Michael H. Herzog; Pascal Frossard (BMVC, 2022)

Empirical Advocacy of Bio-inspired Models for Robust Image Recognition. - Harshitha Machiraju; Oh-Hyeon Choung; Michael H. Herzog; Pascal Frossard (CoRR, 2022)

A comment on Guo et al. [arXiv: 2206.11228]. - Ben Lonnqvist; Harshitha Machiraju; Michael H. Herzog (CoRR, 2022)

Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions. - Harshitha Machiraju; Michael H. Herzog; Pascal Frossard (CoRR, 2023)