Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study-Reference-Cited by-同舟云学术

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Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study

Published:2023-10-01 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE/CVF International Conference on Computer Vision (ICCV)
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Author:

Ko Myeongseob¹,Jin Ming¹,Wang Chenguang²,Jia Ruoxi¹

Affiliation:

1. Virginia Tech

2. Washington University in St. Louis

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10376473/10376477/10378100.pdf?arnumber=10378100

Reference38 articles.

1. Deep Learning with Differential Privacy

2. On the opportunities and risks of foundation models;Bommasani,2021

3. Membership Inference Attacks From First Principles

4. Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Survey on Safe Multi-Modal Learning Systems;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. DP-GSGLD: A Bayesian optimizer inspired by differential privacy defending against privacy leakage in federated learning;Computers & Security;2024-07

3. Privacy-Aware Document Visual Question Answering;Lecture Notes in Computer Science;2024

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