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Career
·
MS in Computer Science
,
Columbia University
2022–
·
PhD Student
,
University of Chicago
2022–
·
B.S. in Computer Science and Minor in Visual Arts
,
University of Chicago
2018–
Publications
(8)
Backdoor Attacks Against Deep Learning Systems in the Physical World
Computer Vision and Pattern Recognition · 2020
241
cited
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
IEEE Symposium on Security and Privacy · 2023
85
cited
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images?
Conference on Computer and Communications Security · 2024
35
cited
Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
33
cited
Finding Naturally Occurring Physical Backdoors in Image Datasets
Neural Information Processing Systems · 2022
24
cited
Assessing Privacy Risks from Feature Vector Reconstruction Attacks
arXiv.org · 2022
7
cited
Disrupting Style Mimicry Attacks on Video Imagery
arXiv.org · 2024
6
cited
Natural Backdoor Datasets
arXiv.org · 2022
6
cited
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Josephine Passananti | Researcher Profile | Sotabase | Sotabase