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Privacy and Data Reconstruction
Chuan Guo
Mon Jul 18 07:30 AM -- 08:15 AM (PDT) @
Author Information
Chuan Guo (Meta AI)
More from the Same Authors
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2023 : Machine Learning with Feature Differential Privacy »
Saeed Mahloujifar · Chuan Guo · G. Edward Suh · Kamalika Chaudhuri -
2023 Poster: Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design »
Chuan Guo · Kamalika Chaudhuri · Pierre Stock · Michael Rabbat -
2023 Poster: Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano »
Chuan Guo · Alexandre Sablayrolles · Maziar Sanjabi -
2023 Poster: Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis »
Sanjay Kariyappa · Chuan Guo · Kiwan Maeng · Wenjie Xiong · G. Edward Suh · Moinuddin Qureshi · Hsien-Hsin Sean Lee -
2022 Poster: Bounding Training Data Reconstruction in Private (Deep) Learning »
Chuan Guo · Brian Karrer · Kamalika Chaudhuri · Laurens van der Maaten -
2022 Oral: Bounding Training Data Reconstruction in Private (Deep) Learning »
Chuan Guo · Brian Karrer · Kamalika Chaudhuri · Laurens van der Maaten -
2022 : Q&A and Discussion »
Chuan Guo · Reza Shokri -
2022 : Conclusion and Future Outlook »
Chuan Guo · Reza Shokri -
2022 Tutorial: Quantitative Reasoning About Data Privacy in Machine Learning »
Chuan Guo · Reza Shokri -
2022 : Opening Remarks »
Chuan Guo · Reza Shokri -
2021 Poster: Making Paper Reviewing Robust to Bid Manipulation Attacks »
Ruihan Wu · Chuan Guo · Felix Wu · Rahul Kidambi · Laurens van der Maaten · Kilian Weinberger -
2021 Spotlight: Making Paper Reviewing Robust to Bid Manipulation Attacks »
Ruihan Wu · Chuan Guo · Felix Wu · Rahul Kidambi · Laurens van der Maaten · Kilian Weinberger -
2020 Poster: Certified Data Removal from Machine Learning Models »
Chuan Guo · Tom Goldstein · Awni Hannun · Laurens van der Maaten -
2019 Poster: Simple Black-box Adversarial Attacks »
Chuan Guo · Jacob Gardner · Yurong You · Andrew Wilson · Kilian Weinberger -
2019 Oral: Simple Black-box Adversarial Attacks »
Chuan Guo · Jacob Gardner · Yurong You · Andrew Wilson · Kilian Weinberger -
2017 Poster: On Calibration of Modern Neural Networks »
Chuan Guo · Geoff Pleiss · Yu Sun · Kilian Weinberger -
2017 Talk: On Calibration of Modern Neural Networks »
Chuan Guo · Geoff Pleiss · Yu Sun · Kilian Weinberger