Publications

Fnu Suya, Anshuman Suri, Tingwei Zhang, Jingtao Hong, Yuan Tian, David Evans (2024). SoK: Pitfalls in Evaluating Black-Box Attacks. In IEEE SaTML 2024.

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Fnu Suya, Xiao Zhang, Yuan Tian, David Evans (2023). What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?. In NeurIPS 2023.

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Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans (2023). Manipulating Transfer Learning for Property Inference. In CVPR 2023.

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Evan Rose, Fnu Suya, David Evans (2022). Poisoning Attacks and Subpopulation Susceptibility. In VISxAI 2022 (Best Paper Award).

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Yulong Tian, Fnu Suya, Fengyuan Xu, David Evans (2022). Stealthy Backdoors as Compression Artifacts. In TIFS 2022.

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Fnu Suya, Saeed Mahloujifar, Anshuman Suri, David Evans, Yuan Tian (2021). Model-Targeted Poisoning Attacks with Provable Convergence. In ICML, 2021.

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Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian (2019). Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries. In Usenix Security 2020.

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