Vitaly Shmatikov
Publications by Year
Research Areas
Cryptography and Data Security, Privacy-Preserving Technologies in Data, Internet Traffic Analysis and Secure E-voting, Adversarial Robustness in Machine Learning, Security and Verification in Computing
Most-Cited Works
- → Membership Inference Attacks Against Machine Learning Models(2017)4,037 cited
- → Robust De-anonymization of Large Sparse Datasets(2008)2,256 cited
- → Privacy-Preserving Deep Learning(2015)2,230 cited
- → De-anonymizing Social Networks(2009)1,317 cited
- → How To Backdoor Federated Learning(2018)699 cited
- → Machine Learning Models that Remember Too Much(2017)484 cited
- → Fast dictionary attacks on passwords using time-space tradeoff(2005)434 cited
- → The most dangerous code in the world(2012)413 cited
- → Airavat: security and privacy for MapReduce(2010)400 cited
- → Myths and fallacies of "Personally Identifiable Information"(2010)344 cited