Search Results for author: I-Hsin Chung

Found 3 papers, 1 papers with code

Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks

no code implementations24 Apr 2024 Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee

Latency attacks against object detection represent a variant of adversarial attacks that aim to inflate the inference time by generating additional ghost objects in a target image.

object-detection Object Detection

Overload: Latency Attacks on Object Detection for Edge Devices

no code implementations11 Apr 2023 Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee

Nowadays, the deployment of deep learning-based applications is an essential task owing to the increasing demands on intelligent services.

Object object-detection +1

TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes

1 code implementation28 Dec 2020 Carl Pearson, Kun Wu, I-Hsin Chung, JinJun Xiong, Wen-mei Hwu

MPI derived datatypes are an abstraction that simplifies handling of non-contiguous data in MPI applications.

Distributed, Parallel, and Cluster Computing

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