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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection |
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Identification Number: |
doi:10.21979/N9/WCIL7X |
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Distributor: |
DR-NTU (Data) |
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Date of Distribution: |
2020-02-28 |
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Version: |
1 |
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Bibliographic Citation: |
Wang, Si, 2020, "Replication Data for: Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection", https://doi.org/10.21979/N9/WCIL7X, DR-NTU (Data), V1 |
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Citation |
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Title: |
Replication Data for: Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection |
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Identification Number: |
doi:10.21979/N9/WCIL7X |
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Authoring Entity: |
Wang, Si (Nanyang Technological University) |
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Software used in Production: |
MatCaffe |
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Grant Number: |
AcRF Tier 2 Grant No MOE-2015-T2-2-013 |
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Distributor: |
DR-NTU (Data) |
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Access Authority: |
Wang Si |
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Depositor: |
Wang Si |
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Date of Deposit: |
2020-02-19 |
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Holdings Information: |
https://doi.org/10.21979/N9/WCIL7X |
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Study Scope |
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Keywords: |
Engineering, Engineering, deep learning security |
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Abstract: |
This dataset contains the program source code, model file and experimental data for analysis of the paper "Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection" |
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Kind of Data: |
textual data |
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Kind of Data: |
experimental data |
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Kind of Data: |
program source code |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Identification Number: |
10.1109/AsianHOST47458.2019.9006702 |
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Bibliographic Citation: |
Wang, S., Liu, W., & Chang, C. H. (2019). Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection. In 2019 Asian Hardware Oriented Security and Trust Symposium (AsianHOST) (pp. 1-6). IEEE. |
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Citation |
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Identification Number: |
10356/137128 |
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Bibliographic Citation: |
Wang, S., Liu, W., & Chang, C. H. (2019). Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection. In 2019 Asian Hardware Oriented Security and Trust Symposium (AsianHOST) (pp. 1-6). IEEE. |
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Label: |
AsianHOSTdata.tar.gz |
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Notes: |
application/gzip |
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Label: |
source code.tar.gz |
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Notes: |
application/gzip |