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Ditzler, Gregory
46  Ergebnisse:
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1

Stealthy Adversarial Attacks on Machine Learning-Based Clas..:

Zhang, Wenhan ; Krunz, Marwan ; Ditzler, Gregory
IEEE Transactions on Machine Learning in Communications and Networking.  2 (2024)  - p. 261-279 , 2024
Link: https://doi.org/10.1109/..
 
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2

Knowledge distillation under ideal joint classifier assumpt..:

Li, Huayu ; Chen, Xiwen ; Ditzler, Gregory..
Neural Networks.  173 (2024)  - p. 106160 , 2024
Link: https://doi.org/10.1016/..
 
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3

DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseli..:

Li, Huayu ; Ditzler, Gregory ; Roveda, Janet.
IEEE Journal of Biomedical and Health Informatics.  , 2024
Link: https://doi.org/10.1109/..
 
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4

Boosting Aerial Object Detection Performance via Virtual Re..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
Koutsoubis, Nikolas ; Naddeo, Kyle ; Williams, Garrett... - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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5

On Reducing Adversarial Vulnerability with Data Dependent S..:

, In: 2022 IEEE Symposium Series on Computational Intelligence (SSCI),
Schwartz, David ; Ditzler, Gregory - p. 1334-1341 , 2022
Link: https://doi.org/10.1109/..
 
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6

Inter-Architecture Portability of Artificial Neural Network..:

, In: Proceedings of the Great Lakes Symposium on VLSI 2022,
Gopale, Manoj ; Ditzler, Gregory ; Lysecky, Roman. - p. 117-121 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Ovarian cancer detection using optical coherence tomography..:

Schwartz, David ; Sawyer, Travis W. ; Thurston, Noah..
Neural Computing and Applications.  34 (2022)  11 - p. 8977-8987 , 2022
Link: https://doi.org/10.1007/..
 
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8

Targeted Data Poisoning Attacks Against Continual Learning ..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Li, Huayu ; Ditzler, Gregory - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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9

OrderNet: Sorting High Dimensional Low Sample Data with Few..:

, In: 2021 International Joint Conference on Neural Networks (IJCNN),
Hess, Samuel ; Ditzler, Gregory - p. 1-8 , 2021
Link: https://doi.org/10.1109/..
 
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10

Data poisoning against information-theoretic feature select..:

Liu, Heng ; Ditzler, Gregory
Information Sciences.  573 (2021)  - p. 396-411 , 2021
Link: https://doi.org/10.1016/..
 
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11

Attack Transferability Against Information-Theoretic Featur..:

Gupta, Srishti ; Golota, Roman ; Ditzler, Gregory
IEEE Access.  9 (2021)  - p. 115885-115894 , 2021
Link: https://doi.org/10.1109/..
 
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12

Adversarial Filters for Secure Modulation Classification:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Berian, Alex ; Staab, Kory ; Ditzler, Gregory.. - p. 361-367 , 2021
Link: https://doi.org/10.1109/..
 
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13

Convolutional neural networks for pavement roughness assess..:

Jeong, Jong‐Hyun ; Jo, Hongki ; Ditzler, Gregory
Computer-Aided Civil and Infrastructure Engineering.  35 (2020)  11 - p. 1209-1229 , 2020
Link: https://doi.org/10.1111/..
 
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14

Detecting Adversarial Audio via Activation Quantization Err..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Liu, Heng ; Ditzler, Gregory - p. 1-7 , 2020
Link: https://doi.org/10.1109/..
 
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15

Adversarial Audio Attacks that Evade Temporal Dependency:

, In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI),
Liu, Heng ; Ditzler, Gregory - p. 639-646 , 2020
Link: https://doi.org/10.1109/..
 
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