Nicolas Papernot
Nicolas Papernot publishes mostly in Artificial Intelligence, Signal Processing and Computer Networks and Communications, on topics such as Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data and Anomaly Detection Techniques and Applications.
- World rank
- #12,645 of 1,633,909 ranked researchers
- Rank in Canada
- #333 of 38,960
- Works
- 57
- Citations
- 1k
- Citations per work
- 17.9
What does Nicolas Papernot research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence66% of their works
- 2Signal Processing8% of their works
- 3Computer Networks and Communications4% of their works
- 4Management Science and Operations Research4% of their works
- 5Economics and Econometrics4% of their works
- 6Safety Research4% of their works
Research topics
Which keywords describe Nicolas Papernot's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Adversarial Examples, Robustness, Differential Privacy, Federated Learning and Surveillance.
- Identity-Based Encryption
- Acoustic Modeling
- Interpretable Models
- Ethics
- Detection
- Unsupervised
- Surveillance
- Differential Privacy
- Adversarial Examples
- Deep Learning
- Machine Learning
- Neural Networks
- Robustness
- Federated Learning
- Anomaly Detection
- Android Malware
- Deep Neural Networks
- Fairness
- Machine Learning Interpretability
- Homomorphic Encryption
- Speaker Verification
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 21 words, with their numbers
- Machine Learning374 topics
- Deep Learning313 topics
- Neural Networks252 topics
- Adversarial Examples171 topic
- Robustness171 topic
- Differential Privacy111 topic
- Federated Learning111 topic
- Surveillance112 topics
- Anomaly Detection81 topic
- Unsupervised81 topic
- Android Malware61 topic
- Detection61 topic
- Deep Neural Networks52 topics
- Ethics31 topic
- Fairness31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Acoustic Modeling21 topic
- Homomorphic Encryption21 topic
- Identity-Based Encryption21 topic
- Speaker Verification21 topic
Where does Nicolas Papernot work?
Nicolas Papernot's main affiliation in the publication record is University of Toronto, Canada.
How many publications and citations does Nicolas Papernot have?
Science Explorer counts 57 works and 1,021 citations for Nicolas Papernot, ranking #12,645 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.