Robustness Verification of Classification Through Image Perturbations

Jha, H; Singh, AK; Pareek, A; Dave, M; Chaudhuri, D; Singh, MP

Robustness Verification of Classification Through Image Perturbations

https://hdl.handle.net/10779/DRO/DU:30577022

conference contribution

posted on 2025-11-10, 01:47 authored by H Jha, AK Singh, A Pareek, M Dave, D Chaudhuri, MP Singh

Robustness Verification of Classification Through Image Perturbations<p></p>

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DOI - Is version of https://doi.org/10.1109/ICORT64008.2025.11115452

Location

Chandipur, India

Open access

No

Language

eng

Volume

00

Pagination

1-6

Start date

2025-03-06

End date

2025-03-08

ISBN-13

979-8-3315-1318-4

Title of proceedings

ICORT 2025 : Proceedings of the 4th International Conference on Range Technology 2025

Event

Range Technology. Conference (4th : 2025 : Chandipur, India)

Publisher

IEEE

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Keywords

Bioengineering deep neural networks robustness weighted confidence ResNet Swin Transformer perturbation analysis Generalized Normal Distribution resilient AI systems

Robustness Verification of Classification Through Image Perturbations

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