Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study
With the increased usage of Internet of Things (IoT) devices in recent years, various Machine Learning (ML) algorithms have also developed dramatically for attack detection in this domain. However, the ML models are exposed to different classes of adversarial attacks that aim to fool a model into ma...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
FRUCT
2022-11-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/volume-32/fruct32/files/Abr.pdf |