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Arxiv
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Revisiting Backdoor Attacks on Time Series Classification in the Frequency Domain
- Time series classification (TSC) is important for various web applications.
- Deep neural networks (DNNs) used in TSC are vulnerable to backdoor attacks.
- Existing backdoor attacks on DNN-based TSC models are limited and ineffective.
- A new method, FreqBack, is proposed to address the limitations and achieve impressive attack success rates.
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