Researcher profile

Vitaly Shmatikov

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Privacy-preserving deep learning

2015

Deep learning based on artificial neural networks is a very popular approach to modeling, classifying, and recognizing complex data such as images, speech, and text. The unprecedented accuracy of deep learning methods has turned them …
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion

2020 · arXiv (Cornell University)

Code autocompletion is an integral feature of modern code editors and IDEs. The latest generation of autocompleters uses neural language models, trained on public open-source code repositories, to suggest likely (not just statically feasible) completions …