Diagnosis of Neural Network via Backward Deduction

Peifeng Yin; Lei Huang; Sunhwan Lee; Mu Qiao; Shubhi Asthana; Tagiga Nakamura

doi:10.1109/BigData47090.2019.9006466

Diagnosis of Neural Network via Backward Deduction

Peifeng Yin
, Lei Huang
, Sunhwan Lee
, Mu Qiao
, Shubhi Asthana
, Tagiga Nakamura

IBM Research - Almaden

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019
Editors	Chaitanya Baru, Jun Huan, Latifur Khan, Xiaohua Tony Hu, Ronay Ak, Yuanyuan Tian, Roger Barga, Carlo Zaniolo, Kisung Lee, Yanfang Fanny Ye
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	260-267
Number of pages	8
ISBN (Electronic)	9781728108582
DOIs	https://doi.org/10.1109/BigData47090.2019.9006466
State	Published - Dec 2019
Externally published	Yes
Event	2019 IEEE International Conference on Big Data, Big Data 2019 - Los Angeles, United States Duration: Dec 9 2019 → Dec 12 2019

Publication series

Series	Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019

Conference

Conference	2019 IEEE International Conference on Big Data, Big Data 2019
Country/Territory	United States
City	Los Angeles
Period	12/9/19 → 12/12/19

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Information Systems
Information Systems and Management

Keywords

backward deduction
deep neural network
diagnose
interpretation
vulnerability detection

Access to Document

10.1109/BigData47090.2019.9006466

Cite this

Yin, P., Huang, L., Lee, S., Qiao, M., Asthana, S., & Nakamura, T. (2019). Diagnosis of Neural Network via Backward Deduction. In C. Baru, J. Huan, L. Khan, X. T. Hu, R. Ak, Y. Tian, R. Barga, C. Zaniolo, K. Lee, & Y. F. Ye (Eds.), Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 (pp. 260-267). Article 9006466 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BigData47090.2019.9006466

Diagnosis of Neural Network via Backward Deduction. / Yin, Peifeng; Huang, Lei; Lee, Sunhwan et al.
Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. ed. / Chaitanya Baru; Jun Huan; Latifur Khan; Xiaohua Tony Hu; Ronay Ak; Yuanyuan Tian; Roger Barga; Carlo Zaniolo; Kisung Lee; Yanfang Fanny Ye. Institute of Electrical and Electronics Engineers Inc., 2019. p. 260-267 9006466 (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yin, P, Huang, L, Lee, S, Qiao, M, Asthana, S & Nakamura, T 2019, Diagnosis of Neural Network via Backward Deduction. in C Baru, J Huan, L Khan, XT Hu, R Ak, Y Tian, R Barga, C Zaniolo, K Lee & YF Ye (eds), Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019., 9006466, Institute of Electrical and Electronics Engineers Inc., Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019, pp. 260-267, 2019 IEEE International Conference on Big Data, Big Data 2019, Los Angeles, United States, 12/9/19. https://doi.org/10.1109/BigData47090.2019.9006466

Yin P, Huang L, Lee S, Qiao M, Asthana S, Nakamura T. Diagnosis of Neural Network via Backward Deduction. In Baru C, Huan J, Khan L, Hu XT, Ak R, Tian Y, Barga R, Zaniolo C, Lee K, Ye YF, editors, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 260-267. 9006466. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019). doi: 10.1109/BigData47090.2019.9006466

Yin, Peifeng ; Huang, Lei ; Lee, Sunhwan et al. / Diagnosis of Neural Network via Backward Deduction. Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. editor / Chaitanya Baru ; Jun Huan ; Latifur Khan ; Xiaohua Tony Hu ; Ronay Ak ; Yuanyuan Tian ; Roger Barga ; Carlo Zaniolo ; Kisung Lee ; Yanfang Fanny Ye. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 260-267 (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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title = "Diagnosis of Neural Network via Backward Deduction",

keywords = "backward deduction, deep neural network, diagnose, interpretation, vulnerability detection",

author = "Peifeng Yin and Lei Huang and Sunhwan Lee and Mu Qiao and Shubhi Asthana and Tagiga Nakamura",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Conference on Big Data, Big Data 2019 ; Conference date: 09-12-2019 Through 12-12-2019",

year = "2019",

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doi = "10.1109/BigData47090.2019.9006466",

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booktitle = "Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019",

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A2 - Baru, Chaitanya

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T2 - 2019 IEEE International Conference on Big Data, Big Data 2019

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ER -

Diagnosis of Neural Network via Backward Deduction

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

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