Congzheng Song

发表

Chiron: Privacy-preserving Machine Learning as a Service pdf

Vitaly Shmatikov, Congzheng Song, Reza Shokri, 2018, ArXiv.

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

Joshua E. Lewis, Sameer H. Halani, D. Brat, 2017, Scientific Reports.

Membership Inference Attacks Against Machine Learning Models

Vitaly Shmatikov, Congzheng Song, Reza Shokri, 2016, 2017 IEEE Symposium on Security and Privacy (SP).

13 15 4 v 1 [ cs . C L ] 2 8 Se p 20 19 Generalized Zero-shot ICD Coding

E. Xing, P. Xie, Congzheng Song, 2019 .

FLAIR: Federated Learning Annotated Image Repository

Kunal Talwar, Congzheng Song, Filip Granqvist, 2022, NeurIPS.

Information Leakage in Embedding Models

Congzheng Song, A. Raghunathan, 2020, CCS.

Exploiting Unintended Feature Leakage in Collaborative Learning

Vitaly Shmatikov, Emiliano De Cristofaro, Congzheng Song, 2018, 2019 IEEE Symposium on Security and Privacy (SP).

Private Federated Statistics in an Interactive Setting

John C. Duchi, Kunal Talwar, V. Feldman, 2022, ArXiv.

Auditing Data Provenance in Text-Generation Models

Vitaly Shmatikov, Congzheng Song, Vitaly Shmatikov, 2018, KDD.

The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model pdf

Vitaly Shmatikov, Congzheng Song, Vitaly Shmatikov, 2018, ArXiv.

Machine Learning Models that Remember Too Much

Vitaly Shmatikov, Congzheng Song, Thomas Ristenpart, 2017, CCS.

You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion pdf

Vitaly Shmatikov, Congzheng Song, Eran Tromer, 2020, USENIX Security Symposium.

Overlearning Reveals Sensitive Attributes pdf

Vitaly Shmatikov, Congzheng Song, Vitaly Shmatikov, 2019, ICLR.

Adversarial Semantic Collisions pdf

Alexander Rush, Vitaly Shmatikov, Alexander M. Rush, 2020, EMNLP.

Fooling OCR Systems with Adversarial Text Images pdf

Vitaly Shmatikov, Congzheng Song, Vitaly Shmatikov, 2018, ArXiv.

The study of influence of working pressure on mode conversion of argon radio-frequency inductively coupled plasma

Congzheng Song, Youpeng Zhang, Jun-fang Chen, 2016 .

Generalized Zero-Shot Text Classification for ICD Coding

Pengtao Xie, Eric P. Xing, Congzheng Song, 2020, IJCAI.

Cell-phone traces reveal infection-associated behavioral change

Atli F. Einarsson, Congzheng Song, Rebecca Mitchell, 2021, Proceedings of the National Academy of Sciences.

Samplable Anonymous Aggregation for Private Federated Data Analysis

Oliver R. A. Chick, Bailey E. Basile, Kunal Talwar, 2023, ArXiv.

Inference Attacks Against Collaborative Learning pdf

Vitaly Shmatikov, Emiliano De Cristofaro, Congzheng Song, 2018, ArXiv.

Training a Tokenizer for Free with Private Federated Learning

Eugene Bagdasaryan, Congzheng Song, M. Seigel, 2022, ArXiv.

Population Expansion for Training Language Models with Private Federated Learning

M. Pelikán, Congzheng Song, Mona Chitnis, 2023, arXiv.org.

Robust Membership Encoding: Inference Attacks and Copyright Protection for Deep Learning

R. Shokri, Congzheng Song, 2019, 1909.12982.

Learning Genomic Representations to Predict Clinical Outcomes in Cancer pdf

Congzheng Song, Nelson Nauata, Lee Cooper, 2016, ArXiv.