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abigailgold 2021-06-20 12:34:20 +03:00
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Relevant-papers.md

@ -19,11 +19,15 @@ Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin D
Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (2015): https://rist.tech.cornell.edu/papers/mi-ccs.pdf
Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations (2018): https://dl.acm.org/doi/10.1145/3243734.3243834
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models (2021): https://arxiv.org/abs/2103.07101
### Additional privacy attacks:
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning (2019): https://arxiv.org/pdf/1904.01067.pdf
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models (2021): https://arxiv.org/abs/2102.02551
## Risk assessment of ML models:
Towards Measuring Membership Privacy (2017): https://arxiv.org/abs/1712.09136