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Conclusion and Future Outlook
Chuan Guo · Reza Shokri
Mon Jul 18 08:15 AM -- 08:20 AM (PDT) @
Author Information
Chuan Guo (Meta AI)
Reza Shokri (National University of Singapore)
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2023 : Machine Learning with Feature Differential Privacy »
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2023 Poster: Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design »
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2023 Poster: Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano »
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2023 Poster: Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis »
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2022 Poster: Bounding Training Data Reconstruction in Private (Deep) Learning »
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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 »
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2022 : Privacy and Data Reconstruction »
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2022 : Privacy and Membership inference »
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2022 Tutorial: Quantitative Reasoning About Data Privacy in Machine Learning »
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2022 : Opening Remarks »
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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 »
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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 »
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2017 Poster: On Calibration of Modern Neural Networks »
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2017 Talk: On Calibration of Modern Neural Networks »
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