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Debeka Koblenz Germany

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Articles

Backdoor Attacks on DNN and GBDT: A Case Study From the Insurance Domain

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By Daniël Otten, Daniel A. Ludwig, Robin Kühlem, Debeka Koblenz Germany
| Wiley Online Library Verified
1 Introduction Utilizing machine learning (ML) has great potential in many domains [1], but especially for insurance companies [2]. McKinsey [3] and Deloitte [1] predict a fundamental impact of Artificial Intelligence (AI) on the insurance industry. Large shifts are expected till the end of this decade, and insurers must evaluate the use of AI [3] since it can provide significant benefits in several areas for insurance companies [1, 3].
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