Concepedia

Congzheng Song

CS

23

Publications

5.8K

Citations

16

H-Index

2016

Active since

Affiliations

Cornell University(Current)

Columbia University

Emory University

Tel Aviv University

The Alan Turing Institute

Congzheng Song is an author at Cornell University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData PrivacyAdversarial Machine LearningData SecurityArtificial IntelligenceKnowledge DiscoveryInformation Security

Publications per year

2016–2023

23

Publications

23

Membership Inference Attacks Against Machine Learning Models

Reza Shokri, Marco Stronati, Congzheng Song et al. · 2017 · 4K citations

Privacy Protection, Engineering, Machine Learning +19

Machine Learning Models that Remember Too Much

Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov · 2017 · 480 citations

Artificial Intelligence, Engineering, Machine Learning +21

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

Safoora Yousefi, Fatemeh Amrollahi, Mohamed Amgad et al. · Scientific Reports · 2017 · 233 citations · Full text

Information Leakage in Embedding Models

Congzheng Song, Ananth Raghunathan · 2020 · 193 citations

Engineering, Machine Learning, Information Leakage +17

Auditing Data Provenance in Text-Generation Models

Congzheng Song, Vitaly Shmatikov · 2019 · 180 citations · Full text

Abuse Detection, Word Sequences, Engineering +25

Rows per page

1–5 of 23