Poisoning Attacks on the PGM-index
The results reveal that, despite the optimality of its PLAs, the PGM-index has an intrinsic vulnerability rooted in its optimization objective, motivating robustness-aware objective design for future learned indexes.
Atsuki Sato, Martin Aumüller, Yusuke Matsui
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