The Composition Theorem for Differential Privacy
Kairouz, Peter, Oh, Sewoong, Viswanath, Pramod
Published in IEEE transactions on information theory (01.06.2017)
Published in IEEE transactions on information theory (01.06.2017)
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Journal Article
Context-Aware Generative Adversarial Privacy
Huang, Chong, Kairouz, Peter, Chen, Xiao, Sankar, Lalitha, Rajagopal, Ram
Published in Entropy (Basel, Switzerland) (01.12.2017)
Published in Entropy (Basel, Switzerland) (01.12.2017)
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Journal Article
Privacy-first health research with federated learning
Sadilek, Adam, Liu, Luyang, Nguyen, Dung, Kamruzzaman, Methun, Serghiou, Stylianos, Rader, Benjamin, Ingerman, Alex, Mellem, Stefan, Kairouz, Peter, Nsoesie, Elaine O., MacFarlane, Jamie, Vullikanti, Anil, Marathe, Madhav, Eastham, Paul, Brownstein, John S., Arcas, Blaise Aguera y., Howell, Michael D., Hernandez, John
Published in NPJ digital medicine (07.09.2021)
Published in NPJ digital medicine (07.09.2021)
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Journal Article
Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning
Shejwalkar, Virat, Houmansadr, Amir, Kairouz, Peter, Ramage, Daniel
Published in 2022 IEEE Symposium on Security and Privacy (SP) (01.05.2022)
Published in 2022 IEEE Symposium on Security and Privacy (SP) (01.05.2022)
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Conference Proceeding
Sparse Combinatorial Group Testing
Inan, Huseyin A., Kairouz, Peter, Ozgur, Ayfer
Published in IEEE transactions on information theory (01.05.2020)
Published in IEEE transactions on information theory (01.05.2020)
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Journal Article
The Staircase Mechanism in Differential Privacy
Quan Geng, Kairouz, Peter, Sewoong Oh, Viswanath, Pramod
Published in IEEE journal of selected topics in signal processing (01.10.2015)
Published in IEEE journal of selected topics in signal processing (01.10.2015)
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Journal Article
Breaking the Communication-Privacy-Accuracy Trilemma
Chen, Wei-Ning, Kairouz, Peter, Ozgur, Ayfer
Published in IEEE transactions on information theory (01.02.2023)
Published in IEEE transactions on information theory (01.02.2023)
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Journal Article
Hiding the Rumor Source
Fanti, Giulia, Kairouz, Peter, Sewoong Oh, Ramchandran, Kannan, Viswanath, Pramod
Published in IEEE transactions on information theory (01.10.2017)
Published in IEEE transactions on information theory (01.10.2017)
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Journal Article
Privacy-utility trades in crowdsourced signal map obfuscation
Zhang, Jiang, Clark, Lillian, Clark, Matthew, Psounis, Konstantinos, Kairouz, Peter
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.10.2022)
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.10.2022)
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Journal Article
On the Optimality of the Kautz-Singleton Construction in Probabilistic Group Testing
Inan, Huseyin A., Kairouz, Peter, Wootters, Mary, Ozgur, Ayfer
Published in IEEE transactions on information theory (01.09.2019)
Published in IEEE transactions on information theory (01.09.2019)
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Journal Article
Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.09.2022)
Published in IEEE journal on selected areas in communications (01.09.2022)
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Journal Article
The Fifth Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.08.2022)
Published in IEEE journal on selected areas in communications (01.08.2022)
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Journal Article
Generative Adversarial Privacy: A Data-Driven Approach to Information-Theoretic Privacy
Huang, Chong, Kairouz, Peter, Sankar, Lalitha
Published in 2018 52nd Asilomar Conference on Signals, Systems, and Computers (01.10.2018)
Published in 2018 52nd Asilomar Conference on Signals, Systems, and Computers (01.10.2018)
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Conference Proceeding
Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.01.2022)
Published in IEEE journal on selected areas in communications (01.01.2022)
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Journal Article
Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.07.2021)
Published in IEEE journal on selected areas in communications (01.07.2021)
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Journal Article
Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.08.2021)
Published in IEEE journal on selected areas in communications (01.08.2021)
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Journal Article
Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks
Li, Geoffrey Y., Saad, Walid, Ozgur, Ayfer, Kairouz, Peter, Qin, Zhijin, Hoydis, Jakob, Han, Zhu, Gunduz, Deniz, Elmirghani, Jaafar
Published in IEEE journal on selected areas in communications (01.01.2021)
Published in IEEE journal on selected areas in communications (01.01.2021)
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Journal Article