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Reznik, Leon
41  Ergebnisse:
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1

Trust-Based Anomaly Detection in Federated Edge Learning:

, In: 2024 IEEE World AI IoT Congress (AIIoT),
Zatsarenko, Raman ; Chuprov, Sergei ; Korobeinikov, Dmitrii. - p. 273-279 , 2024
Link: https://doi.org/10.1109/..
 
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2

Robust Training on the Edge: Federated vs. Transfer Learnin..:

, In: 2024 IEEE World AI IoT Congress (AIIoT),
Chuprov, Sergei ; Zatsarenko, Raman ; Korobeinikov, Dmitrii. - p. 172-178 , 2024
Link: https://doi.org/10.1109/..
 
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3

Are Industrial ML Image Classifiers Robust to Data Affected..:

, In: 2023 IEEE Western New York Image and Signal Processing Workshop (WNYISPW),
Zatsarenko, Raman ; Marathe, Chirayu Anil ; Chuprov, Sergei.. - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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4

Federated Learning for Robust Computer Vision in Intelligen..:

, In: 2023 IEEE Conference on Artificial Intelligence (CAI),
Chuprov, Sergei ; Bhatt, Kartavya Manojbhai ; Reznik, Leon - p. 26-27 , 2023
Link: https://doi.org/10.1109/..
 
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5

Robust Autonomous Vehicle Computer-Vision-Based Localizatio..:

Chuprov, Sergei ; Belyaev, Pavel ; Gataullin, Ruslan...
Applied Sciences.  13 (2023)  9 - p. 5735 , 2023
Link: https://doi.org/10.3390/..
 
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6

Study on Network Importance for ML End Application Robustne..:

, In: ICC 2023 - IEEE International Conference on Communications,
Chuprov, Sergei ; Reznik, Leon ; Grigoryan, Garegin - p. 6627-6632 , 2023
Link: https://doi.org/10.1109/..
 
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7

Federated Learning with Trust Evaluation for Industrial App..:

, In: 2023 IEEE Conference on Artificial Intelligence (CAI),
Chuprov, Sergei ; Memon, Moinuddin ; Reznik, Leon - p. 347-348 , 2023
Link: https://doi.org/10.1109/..
 
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8

Are Industrial ML Image Classifiers Robust to Withstand Adv..:

, In: 2023 IEEE Western New York Image and Signal Processing Workshop (WNYISPW),
Chuprov, Sergei ; Mahajan, Shivam ; Zatsarenko, Raman.. - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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9

Are ML Image Classifiers Robust to Medical Image Quality De..:

, In: 2022 IEEE Western New York Image and Signal Processing Workshop (WNYISPW),
Chuprov, Sergei ; Satam, Akshaya Nandkishor ; Reznik, Leon - p. 1-4 , 2022
Link: https://doi.org/10.1109/..
 
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10

How Degrading Network Conditions Influence Machine Learning..:

, In: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS),
Chuprov, Sergei ; Reznik, Leon ; Obied, Antoun. - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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11

Influence of Transfer Learning on Machine Learning Systems ..:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Chuprov, Sergei ; Khokhlov, Igor ; Reznik, Leon. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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12

Integrating Security with Accuracy Evaluation in Sensors Fu..:

, In: 2022 IEEE Sensors,
Khokhlov, Igor ; Chuprov, Sergei ; Reznik, Leon - p. 1-4 , 2022
Link: https://doi.org/10.1109/..
 
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13

Multi-Modal Sensor Selection with Genetic Algorithms:

, In: 2022 IEEE Sensors,
Chuprov, Sergei ; Reznik, Leon ; Khokhlov, Igor. - p. 1-4 , 2022
Link: https://doi.org/10.1109/..
 
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14

Learning to recommend third-party library migration opportu..:

Alrubaye, Hussein ; Mkaouer, Mohamed Wiem ; Khokhlov, Igor...
Applied Soft Computing.  90 (2020)  - p. 106140 , 2020
Link: https://doi.org/10.1016/..
 
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15

Recurrent Neural Networks for Colluded Applications Attack ..:

, In: 2020 International Joint Conference on Neural Networks (IJCNN),
Khokhlov, Igor ; Ligade, Ninad ; Reznik, Leon - p. 1-8 , 2020
Link: https://doi.org/10.1109/..
 
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