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To what extent do DNN-based image classification models make unreliable inferences?

Y. Tian, S. Ma, M. Wen, Y. Liu, S. Cheung, and X. Zhang. Empir. Softw. Eng., 26 (4): 84 (2021)

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Shiqing Fang

Shiqing Fan

Yuzhao Ma

Characterization of higher order modes in optical fibersY. Ma. Uni Erlangen-Nürnberg, (2009)

Tsie Ma

Jingxiang Ma

Other publications of authors with the same name

Deep Learning Backdoors.S. Li, S. Ma, M. Xue, and B. Zhao. Security and Artificial Intelligence, (2022)BadNL: Backdoor Attacks Against NLP Models.X. Chen, A. Salem, M. Backes, S. Ma, and Y. Zhang. CoRR, (2020)Complex Backdoor Detection by Symmetric Feature Differencing.Y. Liu, G. Shen, G. Tao, Z. Wang, S. Ma, and X. Zhang. CVPR, page 14983-14993. IEEE, (2022)ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation.Y. Liu, W. Lee, G. Tao, S. Ma, Y. Aafer, and X. Zhang. CCS, page 1265-1282. ACM, (2019)Training with More Confidence: Mitigating Injected and Natural Backdoors During Training.Z. Wang, H. Ding, J. Zhai, and S. Ma. NeurIPS, (2022)ELISE: A Storage Efficient Logging System Powered by Redundancy Reduction and Representation Learning.H. Ding, S. Yan, J. Zhai, and S. Ma. USENIX Security Symposium, page 3023-3040. USENIX Association, (2021)The Case for Learned Provenance Graph Storage Systems.H. Ding, J. Zhai, D. Deng, and S. Ma. USENIX Security Symposium, page 3277-3294. USENIX Association, (2023)Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment of Robotic Aerial Vehicles.A. Ding, M. Chan, A. Hass, N. Tippenhauer, S. Ma, and S. Zonouz. DSN, page 67-80. IEEE, (2023)KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems.X. Wu, S. Ma, C. Shen, C. Lin, Q. Wang, Q. Li, and Y. Rao. USENIX Security Symposium, page 247-264. USENIX Association, (2023)autoMPI: Automated Multiple Perspective Attack Investigation With Semantics Aware Execution Partitioning.M. Alhanahnah, S. Ma, A. Gehani, G. Ciocarlie, V. Yegneswaran, S. Jha, and X. Zhang. IEEE Trans. Software Eng., 49 (4): 2761-2775 (April 2023)

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Disambiguation of "Ma, Shiqing"

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To what extent do DNN-based image classification models make unreliable inferences?

Please choose a person to relate this publication to

Shiqing Fang

Shiqing Fan

Yuzhao Ma

Tsie Ma

Jingxiang Ma

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ma, Shiqing"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML To what extent do DNN-based image classification models make unreliable inferences?

Please choose a person to relate this publication to

Shiqing Fang

Shiqing Fan

Yuzhao Ma

Tsie Ma

Jingxiang Ma

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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To what extent do DNN-based image classification models make unreliable inferences?