Search Results for author: Jianwei Qiu

Found 5 papers, 0 papers with code

On Adversarial Vulnerability of PHM algorithms: An Initial Study

no code implementations14 Oct 2021 Weizhong Yan, Zhaoyuan Yang, Jianwei Qiu

With proliferation of deep learning (DL) applications in diverse domains, vulnerability of DL models to adversarial attacks has become an increasingly interesting research topic in the domains of Computer Vision (CV) and Natural Language Processing (NLP).

Time Series Time Series Analysis

Adversarial Attacks with Time-Scale Representations

no code implementations26 Jul 2021 Alberto Santamaria-Pang, Jianwei Qiu, Aritra Chowdhury, James Kubricht, Peter Tu, Iyer Naresh, Nurali Virani

Third, we generate new adversarial images by projecting back the original coefficients from the low scale and the perturbed coefficients from the high scale sub-space.

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