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- research-articleJune 2022
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures
SIGMOD '22: Proceedings of the 2022 International Conference on Management of DataPages 1331–1344https://doi.org/10.1145/3514221.3517867The concept of learned index structures relies on the idea that the input-output functionality of a database index can be viewed as a prediction task and, thus, implemented using a machine learning model instead of traditional algorithmic techniques. ...