Search Results for author: Aryaman Sinha

Found 2 papers, 2 papers with code

3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification

1 code implementation20 Apr 2024 Shyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey, Satish Kumar Singh

Furthermore, to have high classification performance, there should be a strong interaction between the HSI token and the class (CLS) token.

Classification Hyperspectral Image Classification

NOMARO: Defending against Adversarial Attacks by NOMA-Inspired Reconstruction Operation

1 code implementation IEEE Sensors Letters 2021 Aryaman Sinha, Soumya P. Dash, N. B. Puhan

In this work, a non-orthogonal multiple access (NOMA)-inspired defense method is proposed to mitigate the effect of adversarial attacks, which pose a major challenge towards deep neural networks (DNNs) in multimedia networks.

Adversarial Attack Adversarial Defense

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