Robustness of Updatable Learning-based Index Advisors against Poisoning Attack

Authors

• 1. Yihang Zheng (Xiamen University)
• 2. Chen Lin (Shanghai AI Laboratory; Xiamen University)
• 3. Xian Lyu (Xiamen University)
• 4. Xuanhe Zhou (Tsinghua University)
• 5. Guoliang Li (Tsinghua University)
• 6. Tianqing Wang (Huawei)

@inproceedings{zheng_sigmod24,
        title = {{Robustness of Updatable Learning-based Index Advisors against Poisoning Attack}},
        author = {Zheng, Yihang and Lin, Chen and Lyu, Xian and Zhou, Xuanhe and Li, Guoliang and Wang, Tianqing},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3639265},
        url = {https://dl.acm.org/doi/10.1145/3639265},
        year = {2024}
}

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