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Christopher A. Choquette-Choo · SciRah

Researcher profile · Semantic Scholar

Christopher A. Choquette-Choo

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Christopher A. Choquette-Choo — researcher profile on SciRah

ORCID iD 0000-0002-5368-6726Homepage

h-index: 28
Works: 43
Citations: 13K

Most-cited papers

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Machel Reid, N. Savinov, Denis Teplyashin, Dmitry Lepikhin +496 more
2024arXiv.org4,129 citations
Semantic Scholar
Machine Unlearning
Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia +4 more
2019IEEE Symposium on Security and Privacy1,750 citations
Semantic Scholar
PaLM 2 Technical Report
Rohan Anil, Andrew M. Dai, O. Firat, Melvin Johnson +124 more
2023arXiv.org1,569 citations
Semantic Scholar
Gemma: Open Models Based on Gemini Research and Technology
Gemma Team Thomas Mesnard, Cassidy Hardin, Robert Dadashi, Surya Bhupatiraju +103 more
2024arXiv.org1,299 citations
Semantic Scholar
Label-Only Membership Inference Attacks
Christopher A. Choquette-Choo, Florian Tramèr, Nicholas Carlini, Nicolas Papernot
2020International Conference on Machine Learning666 citations
Semantic Scholar
Scalable Extraction of Training Data from (Production) Language Models
Milad Nasr, Nicholas Carlini, J. Hayase, Matthew Jagielski +6 more
2023arXiv.org631 citations
Semantic Scholar
Are aligned neural networks adversarially aligned?
Nicholas Carlini, Milad Nasr, Christopher A. Choquette-Choo, Matthew Jagielski +7 more
2023Neural Information Processing Systems420 citations Open access
Semantic Scholar
Poisoning Web-Scale Training Datasets is Practical
Nicholas Carlini, Matthew Jagielski, Christopher A. Choquette-Choo, Daniel Paleka +5 more
2023IEEE Symposium on Security and Privacy412 citations Open access
Semantic Scholar
Entangled Watermarks as a Defense against Model Extraction
Hengrui Jia, Christopher A. Choquette-Choo, Varun Chandrasekaran, Nicolas Papernot
2020USENIX Security Symposium323 citations
Semantic Scholar
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier García +7 more
2023Neural Information Processing Systems271 citations Open access
Semantic Scholar
CodeGemma: Open Code Models Based on Gemma
He-Quan Zhao, Jeffrey Hui, Joshua Howland, Nam Nguyen +22 more
2024arXiv.org264 citations
Semantic Scholar
Proof-of-Learning: Definitions and Practice
Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud +3 more
2021IEEE Symposium on Security and Privacy151 citations
Semantic Scholar
Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy
Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang +4 more
2022arXiv.org149 citations Open access
Semantic Scholar
Preventing Generation of Verbatim Memorization in Language Models Gives a False Sense of Privacy
Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang +4 more
2022International Conference on Natural Language Generation129 citations Open access
Semantic Scholar
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning
Wei-Ning Chen, Christopher A. Choquette-Choo, Peter Kairouz, A. Suresh
2022International Conference on Machine Learning92 citations Open access
Semantic Scholar
CaPC Learning: Confidential and Private Collaborative Learning
Christopher A. Choquette-Choo, Natalie Dullerud, Adam Dziedzic, Yun-Xiang Zhang +3 more
2021International Conference on Learning Representations68 citations
Semantic Scholar
(Amplified) Banded Matrix Factorization: A unified approach to private training
Christopher A. Choquette-Choo, Arun Ganesh, Ryan McKenna, H. B. McMahan +3 more
2023Neural Information Processing Systems67 citations Open access
Semantic Scholar
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning
Christopher A. Choquette-Choo, H. B. McMahan, Keith Rush, Abhradeep Thakurta
2022International Conference on Machine Learning66 citations Open access
Semantic Scholar
Phantom: General Backdoor Attacks on Retrieval Augmented Language Generation
Harsh Chaudhari, Giorgio Severi, John Abascal, Anshuman Suri +5 more
202462 citations
Semantic Scholar
Privacy Side Channels in Machine Learning Systems
Edoardo Debenedetti, Giorgio Severi, Nicholas Carlini, Christopher A. Choquette-Choo +4 more
2023USENIX Security Symposium62 citations Open access
Semantic Scholar
User Inference Attacks on Large Language Models
Nikhil Kandpal, Krishna Pillutla, Alina Oprea, Peter Kairouz +2 more
2023Conference on Empirical Methods in Natural Language Processing56 citations Open access
Semantic Scholar
Students Parrot Their Teachers: Membership Inference on Model Distillation
Matthew Jagielski, Milad Nasr, Katherine Lee, Christopher A. Choquette-Choo +2 more
2023Neural Information Processing Systems55 citations Open access
Semantic Scholar
Teach LLMs to Phish: Stealing Private Information from Language Models
Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yao-Qing Yang +1 more
2024International Conference on Learning Representations51 citations
Semantic Scholar
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice
A. Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski +31 more
2024arXiv.org49 citations
Semantic Scholar
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
USVSN Sai Prashanth, Alvin Deng, Kyle O'Brien, V JyothirS +8 more
2024International Conference on Learning Representations36 citations
Semantic Scholar
Correlated Noise Provably Beats Independent Noise for Differentially Private Learning
Christopher A. Choquette-Choo, K. Dvijotham, Krishna Pillutla, Arun Ganesh +2 more
2023International Conference on Learning Representations33 citations Open access
Semantic Scholar
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On
Ken Liu, Christopher A. Choquette-Choo, Matthew Jagielski, P. Kairouz +3 more
2025International Conference on Machine Learning32 citations
Semantic Scholar
Proof-of-Learning is Currently More Broken Than You Think
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022European Symposium on Security and Privacy28 citations Open access
Semantic Scholar
Report of the 1st Workshop on Generative AI and Law
A. F. Cooper, Katherine Lee, James Grimmelmann, Daphne Ippolito +31 more
2023Social Science Research Network23 citations
Semantic Scholar
Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search
Yannis Cattan, Christopher A. Choquette-Choo, Nicolas Papernot, Abhradeep Thakurta
2022arXiv.org22 citations Open access
Semantic Scholar
Privacy Amplification for Matrix Mechanisms
Christopher A. Choquette-Choo, Arun Ganesh, Thomas Steinke, Abhradeep Thakurta
2023International Conference on Learning Representations21 citations
Semantic Scholar
A Multi-label, Dual-Output Deep Neural Network for Automated Bug Triaging
Christopher A. Choquette-Choo, D. Sheldon, J. Proppe, John Alphonso-Gibbs +1 more
2019International Conference on Machine Learning and Applications20 citations Open access
Semantic Scholar
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
A. Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Kevin Klyman +33 more
2024Neural Information Processing Systems19 citations Open access
Semantic Scholar
Private Federated Learning with Autotuned Compression
Enayat Ullah, Christopher A. Choquette-Choo, Peter Kairouz, Sewoong Oh
2023International Conference on Machine Learning11 citations Open access
Semantic Scholar
Communication Efﬁcient Federated Learning with Secure Aggregation and Differential Privacy
Wei-Ning Chen, Christopher A. Choquette-Choo, Peter Kairouz, Google Research
202111 citations
Semantic Scholar
Auditing Private Prediction
Karan Chadha, Matthew Jagielski, Nicolas Papernot, Christopher A. Choquette-Choo +1 more
2024International Conference on Machine Learning10 citations
Semantic Scholar
GPT-Red: Automated Red Teaming via Self-Play at Scale
Eric Wallace, Christopher A. Choquette-Choo, Nikhil Kandpal, S. Toyer +14 more
2026arXiv.org9 citations
Semantic Scholar
Robust and Actively Secure Serverless Collaborative Learning
Olive Franzese, Adam Dziedzic, Christopher A. Choquette-Choo, M. Thomas +6 more
2023Neural Information Processing Systems8 citations
Semantic Scholar
On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022arXiv.org7 citations Open access
Semantic Scholar
Optimal Rates for $O(1)$-Smooth DP-SCO with a Single Epoch and Large Batches
Christopher A. Choquette-Choo, Arun Ganesh, Abhradeep Thakurta
20241 citations
Semantic Scholar
Private Multi-Winner Voting for Machine Learning
Adam Dziedzic, Christopher A. Choquette-Choo, Natalie Dullerud, Vinith M. Suriyakumar +5 more
2022Proceedings on Privacy Enhancing Technologies1 citations Open access
Semantic Scholar
Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Wei-Liang Zhao, Daniel Ben-Levi, Jinjun Peng, Zhou Yu +155 more
1 citations
Semantic Scholar
C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
S M Rafiuddin, Atriya Sen, Thomas R. Davidson, Dana Warmsley +496 more
20260 citations
Semantic Scholar

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