Auditing Membership Leakages of Multi-Exit Networks

Author:

Li Zheng1,Liu Yiyong1,He Xinlei1,Yu Ning2,Backes Michael1,Zhang Yang1

Affiliation:

1. CISPA Helmholtz Center for Information Security, Saarbrücken, Germany

2. Salesforce Research, Palo Alto, CA, USA

Funder

Trustworthy Federated Data Analytics

Publisher

ACM

Reference61 articles.

1. https://greenai.cloud/. https://greenai.cloud/.

2. https://twitter.com/IntelAI/status/1089644305445208064 https://twitter.com/IntelAI/status/1089644305445208064

3. https://www.cs.toronto.edu/~kriz/cifar.html. https://www.cs.toronto.edu/~kriz/cifar.html.

4. https://www.kaggle.com/c/tiny-imagenet. https://www.kaggle.com/c/tiny-imagenet.

5. https://www.kaggle.com/c/acquire-valued-shoppers-challenge/data. https://www.kaggle.com/c/acquire-valued-shoppers-challenge/data.

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1. Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks;2024 IEEE 9th European Symposium on Security and Privacy (EuroS&P);2024-07-08

2. Please Tell Me More: Privacy Impact of Explainability through the Lens of Membership Inference Attack;2024 IEEE Symposium on Security and Privacy (SP);2024-05-19

3. Sponge Attack Against Multi-Exit Networks With Data Poisoning;IEEE Access;2024

4. Prediction Privacy in Distributed Multi-Exit Neural Networks: Vulnerabilities and Solutions;Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security;2023-11-15

5. Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing;IEEE INFOCOM 2023 - IEEE Conference on Computer Communications;2023-05-17

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