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