PACE: Poisoning Attacks on Learned Cardinality Estimation

PACE: Poisoning Attacks on Learned Cardinality Estimation

24 September 2024

Jintao Zhang

Chao Zhang

Chengliang Chai

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Papers citing "PACE: Poisoning Attacks on Learned Cardinality Estimation"

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Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,149 0 01 Mar 2022
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation Yuxing Han Ziniu Wu Peizhi Wu Rong Zhu Jingyi Yang ... A. Pfadler Zhengping Qian Jingren Zhou Jiangneng Li Tengjiao Wang 75 104 0 13 Sep 2021
The Price of Tailoring the Index to Your Data: Poisoning Attacks on Learned Index Structures Evgenios M. Kornaropoulos Silei Ren R. Tamassia AAML 58 17 0 01 Aug 2020
NeuroCard: One Cardinality Estimator for All Tables Zongheng Yang Amog Kamsetty Sifei Luan Eric Liang Yan Duan Xi Chen Ion Stoica 60 101 0 15 Jun 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 75 153 0 30 Mar 2020
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 66 204 0 10 May 2019
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network A. Sherstinsky 95 3,729 0 09 Aug 2018
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 120 1,596 0 27 Jun 2012