Search Results for author: Simranjit Singh

Found 2 papers, 1 papers with code

Stable Diffusion For Aerial Object Detection

no code implementations21 Nov 2023 Yanan Jian, Fuxun Yu, Simranjit Singh, Dimitrios Stamoulis

Aerial object detection is a challenging task, in which one major obstacle lies in the limitations of large-scale data collection and the long-tail distribution of certain classes.

Data Augmentation Object +2

Sign-OPT: A Query-Efficient Hard-label Adversarial Attack

1 code implementation ICLR 2020 Minhao Cheng, Simranjit Singh, Patrick Chen, Pin-Yu Chen, Sijia Liu, Cho-Jui Hsieh

We study the most practical problem setup for evaluating adversarial robustness of a machine learning system with limited access: the hard-label black-box attack setting for generating adversarial examples, where limited model queries are allowed and only the decision is provided to a queried data input.

Adversarial Attack Adversarial Robustness +1

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