Deep neural rejection against adversarial examples

EURASIP Journal on Information Security ◽

10.1186/s13635-020-00105-y ◽

2020 ◽

Vol 2020 (1) ◽

Author(s):

Angelo Sotgiu ◽

Ambra Demontis ◽

Marco Melis ◽

Battista Biggio ◽

Giorgio Fumera ◽

...

Keyword(s):

Adversarial Examples

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Verifying Controllers Against Adversarial Examples with Bayesian Optimization

2018 IEEE International Conference on Robotics and Automation (ICRA) ◽

10.1109/icra.2018.8460635 ◽

2018 ◽

Author(s):

Shromona Ghosh ◽

Felix Berkenkamp ◽

Gireeja Ranade ◽

Shaz Qadeer ◽

Ashish Kapoor

Keyword(s):

Bayesian Optimization ◽

Adversarial Examples

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Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples

Proceedings of the 28th ACM International Conference on Multimedia ◽

10.1145/3394171.3413976 ◽

2020 ◽

Author(s):

Xiaojun Jia ◽

Xingxing Wei ◽

Xiaochun Cao ◽

Xiaoguang Han

Keyword(s):

Adversarial Examples

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Error Diffusion Halftoning Against Adversarial Examples

10.1109/icip42928.2021.9506591 ◽

2021 ◽

Author(s):

Shao-Yuan Lo ◽

Vishal M. Patel

Keyword(s):

Error Diffusion ◽

Adversarial Examples

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A Statistical Defense Approach for Detecting Adversarial Examples

Proceedings of the 2020 International Conference on Pattern Recognition and Intelligent Systems ◽

10.1145/3415048.3416103 ◽

2020 ◽

Author(s):

Alessandro Cennamo ◽

Ido Freeman ◽

Anton Kummert

Keyword(s):

Adversarial Examples

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Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples

2020 IEEE 26th International Conference on Parallel and Distributed Systems (ICPADS) ◽

10.1109/icpads51040.2020.00064 ◽

2020 ◽

Author(s):

Yunzhe Tian ◽

Yingdi Wang ◽

Endong Tong ◽

Wenjia Niu ◽

Liang Chang ◽

...

Keyword(s):

Data Correlation ◽

Adversarial Examples

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Towards Robust Training of Multi-Sensor Data Fusion Network Against Adversarial Examples in Semantic Segmentation

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9413772 ◽

2021 ◽

Author(s):

Youngjoon Yu ◽

Hong Joo Lee ◽

Byeong Cheon Kim ◽

Jung Uk Kim ◽

Yong Man Ro

Keyword(s):

Data Fusion ◽

Semantic Segmentation ◽

Sensor Data ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Adversarial Examples

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Moving target defense for embedded deep visual sensing against adversarial examples

Proceedings of the 17th Conference on Embedded Networked Sensor Systems - SenSys '19 ◽

10.1145/3356250.3360025 ◽

2019 ◽

Author(s):

Qun Song ◽

Zhenyu Yan ◽

Rui Tan

Keyword(s):

Moving Target ◽

Moving Target Defense ◽

Visual Sensing ◽

Adversarial Examples

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Natural Scene Statistics for Detecting Adversarial Examples in Deep Neural Networks

2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) ◽

10.1109/mmsp48831.2020.9287056 ◽

2020 ◽

Author(s):

Anouar Kherchouche ◽

Sid Ahmed Fezza ◽

Wassim Hamidouche ◽

Olivier Deforges

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Natural Scene ◽

Natural Scene Statistics ◽

Adversarial Examples

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Regularized Intermediate Layers Attack: Adversarial Examples With High Transferability

10.1109/icip42928.2021.9506671 ◽

2021 ◽

Author(s):

Xiaorui Li ◽

Weiyu Cui ◽

Jiawei Huang ◽

Wenyi Wang ◽

Jianwen Chen

Keyword(s):

Intermediate Layers ◽

Adversarial Examples

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A survey on practical adversarial examples for malware classifiers

Reversing and Offensive-oriented Trends Symposium ◽

10.1145/3433667.3433670 ◽

2020 ◽

Author(s):

Daniel Park ◽

Bülent Yener

Keyword(s):

Adversarial Examples

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