Histogram-based anomaly detection is adapted for the TFHE scheme with vectorized operations to detect anomalies in encrypted IoT sensor data without decryption, yielding results comparable to plaintext processing.
Human Action Recognition in Smart Living Services and Applications: Context Awareness, Data Availability, Personalization, and Privacy
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Privacy Preserving Anomaly Detection on Homomorphic Encrypted Data from IoT Sensors
Histogram-based anomaly detection is adapted for the TFHE scheme with vectorized operations to detect anomalies in encrypted IoT sensor data without decryption, yielding results comparable to plaintext processing.