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Towards safe and robust weakly-supervised anomaly detection under subpopulation shift

  • Published:2022-08 Issue: Volume:250 Page:109088
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

He RundongORCID,Han ZhongyiORCID,Yin Yilong

Funder

Natural Science Foundation of Shandong Province

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference66 articles.

1. Random partitioning forest for point-wise and collective anomaly detection—Application to network intrusion detection;Marteau;IEEE Trans. Inf. Forensics Secur.,2021

2. Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues;Aldweesh;Knowl.-Based Syst.,2020

3. CONAN: Complementary pattern augmentation for rare disease detection;Cui;Proc. AAAI Conf. Artif. Intell.,2020

4. Automatic fetal ultrasound standard plane recognition based on deep learning and IIoT;Pu;IEEE Trans. Ind. Inf.,2021

5. Fraud detection system: A survey;Abdallah;J. Netw. Comput. Appl.,2016

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2. Semantic Intervention GAN for Generalized Zero-Shot Learning;2022 China Automation Congress (CAC);2022-11-25

3. RONF: Reliable Outlier Synthesis under Noisy Feature Space for Out-of-Distribution Detection;Proceedings of the 30th ACM International Conference on Multimedia;2022-10-10
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