Image reconstruction attacks on distributed machine learning models

Author:

Benkraouda Hadjer1,Nahrstedt Klara1

Affiliation:

1. University of Illinois at Urbana-Chamapaign

Funder

Aerospace Corporations

Publisher

ACM

Reference20 articles.

1. [n.d.]. Internet of Things (IoT) active device connections installed base worldwide from 2015 to 2025*. https://www.statista.com/statistics/1101442/iot-number-of-connected-devices-worldwide/#:~:text=The%20total%20installed%20base%20of such%20as%20computers%20and%20cellphones. [n.d.]. Internet of Things (IoT) active device connections installed base worldwide from 2015 to 2025 * . https://www.statista.com/statistics/1101442/iot-number-of-connected-devices-worldwide/#:~:text=The%20total%20installed%20base%20of such%20as%20computers%20and%20cellphones.

2. Intel SGX Explained;Costan V.;IACR Cryptol. ePrint Arch.,2016

3. Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves

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1. Mitigating Adversarial Attacks in Federated Learning with Trusted Execution Environments;2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS);2023-07

2. First Learning Steps to Recognize Faces in the Noise;Proceedings of the 2023 ACM Workshop on Information Hiding and Multimedia Security;2023-06-28

3. Pelta;Proceedings of the 3rd International Workshop on Distributed Machine Learning;2022-12-06

4. Utilizing CNNs for Cryptanalysis of Selective Biometric Face Sample Encryption;2022 26th International Conference on Pattern Recognition (ICPR);2022-08-21

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