An IoT Time Series Data Security Model for Adversarial Attack Based on Thermometer Encoding

<div>The data distribution of original examples and adversarial examples. (a) The raw time series in ResNet; (b) The adversarial examples in ResNet for eps = 0.06; (c) The adversarial examples in ResNet for eps = 0.07; (d) The adversarial examples in ResNet for eps = 0.08.</div>

Security and Communication Networks

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Figure 4

Figure 4: An IoT Time Series Data Security Model for Adversarial Attack Based on Thermometer Encoding 