Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems

Author:

Dave Shail1,Marchisio Alberto2,Hanif Muhammad Abdullah3,Guesmi Amira4,Shrivastava Aviral1,Alouani Ihsen4,Shafique Muhammad3

Affiliation:

1. Arizona State University (ASU),USA

2. Technische Universität Wien (TU Wien),Austria

3. New York University Abu Dhabi (NYUAD),UAE

4. Université Polytechnique Hauts-De-France (UPHF),France

Funder

Région Hauts-de-France

Publisher

IEEE

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2023-11

2. Adversarial ML for DNNs, CapsNets, and SNNs at the Edge;Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing;2023-10-07

3. A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks;Information;2023-10-01

4. SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

5. RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

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