Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability
Author:
Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-63800-8_15
Reference56 articles.
1. Abadi, M., et al.: Deep learning with differential privacy. In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, pp. 308–318 (2016)
2. Ahmed, M., Mahmood, A.N., Hu, J.: A survey of network anomaly detection techniques. J. Netw. Comput. Appl. 60, 19–31 (2016)
3. Ahmed, M., Mahmood, A.N., Islam, Md.R.: A survey of anomaly detection techniques in financial domain. Future Gener. Comput. Syst. 55, 278–288 (2016)
4. Alabdulatif, A., Khalil, I., Kumarage, H., Zomaya, A.Y., Yi, X.: Privacy-preserving anomaly detection in the cloud for quality assured decision-making in smart cities. J. Parallel Distrib. Comput. 127, 209–223 (2019)
5. Alharbi, B., Liang, Z., Aljindan, J.M., Agnia, A.K., Zhang, X.: Explainable and interpretable anomaly detection models for production data. SPE J. 27(01), 349–363 (2022)
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