Florian Tramèr
Impact in
- Artificial Intelligence top 0.2%
- Privacy-Preserving Technologies in Data
- Adversarial Robustness in Machine Learning
- Cryptography and Data Security
- Stochastic Gradient Optimization Techniques
- Health Informatics top 5%
Papers in
-
- Adversarial Robustness in Machine Learning 20
- Privacy-Preserving Technologies in Data 14
- Cryptography and Data Security 5
- Topic Modeling 5
- Explainable Artificial Intelligence (XAI) 2
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- Blockchain Technology Applications and Security 3
- Co-authors
- Nicholas Carlini (15 shared papers)Giancarlo Pellegrino (3 shared papers)Edward Chou (2 shared papers)Andreas Terzis (4 shared papers)Jean‐Pierre Hubaux (5 shared papers)Milad Nasr (6 shared papers)Shuang Song (1 shared paper)Steve Chien (1 shared paper)
- Journals
- IEEE Security & Privacy (1 paper)Cryptography and Communications (1 paper)Journal of the American Medical Informatics Association (1 paper)Lecture notes in computer science (2 papers)Annual Meeting of the Association for Computational Linguistics (ACL) (1 paper)
- Partner nations
- SwitzerlandUnited StatesUnited Kingdom
In The Last Decade
Florian Tramèr
42 papers receiving 5k citations
Florian Tramèr's Hit Papers
Peers
Comparison fields: 5 of 102
- Artificial Intelligence 4.3k
- Health Informatics 56
- Computer Networks and Communications 400
- Information Systems 383
- Safety Research 169
Countries citing papers authored by Florian Tramèr
This map shows the geographic impact of Florian Tramèr's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Florian Tramèr with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Florian Tramèr more than expected).
Fields of papers citing papers by Florian Tramèr
This network shows the impact of papers produced by Florian Tramèr. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Florian Tramèr. The network helps show where Florian Tramèr may publish in the future.
Co-authors
The 25 scholars most cited alongside Florian Tramèr, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 44 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Advances and Open Problems in Federated Learning Hit paper breakdown → | 2020 | 3698 |
| 2 | Membership Inference Attacks From First Principles Hit paper breakdown → | 2022 | 284 |
| 3 | 2020 | 171 | |
| 4 | 2017 | 130 | |
| 5 | 2022 | 115 | |
| 6 | 2017 | 83 | |
| 7 | 2016 | 70 | |
| 8 | 2017 | 70 | |
| 9 | 2017 | 61 | |
| 10 | 2024 | 58 | |
| 11 | 2015 | 54 | |
| 12 | 2019 | 45 | |
| 13 | 2022 | 44 | |
| 14 | 2015 | 34 | |
| 15 | 2021 | 32 | |
| 16 | 2015 | 25 | |
| 17 | 2021 | 25 | |
| 18 | 2023 | 25 | |
| 19 | 2023 | 18 | |
| 20 | 2023 | 17 |
About Florian Tramèr
Florian Tramèr is a scholar working on Artificial Intelligence, Information Systems, Safety Research, Safety, Risk, Reliability and Quality and Computational Theory and Mathematics, having authored 44 papers that have together received 5.2k indexed citations. Recurring topics across this work include Adversarial Robustness in Machine Learning (20 papers), Privacy-Preserving Technologies in Data (14 papers), Cryptography and Data Security (5 papers), Topic Modeling (5 papers), Ethics and Social Impacts of AI (3 papers), Blockchain Technology Applications and Security (3 papers), Explainable Artificial Intelligence (XAI) (2 papers) and Privacy, Security, and Data Protection (2 papers). The work is most often cited by research in Artificial Intelligence (4.3k citations), Health Informatics (56 citations), Computer Networks and Communications (400 citations), Information Systems (383 citations) and Safety Research (169 citations). Florian Tramèr has collaborated with scholars based in Switzerland, United States and United Kingdom. Frequent co-authors include Nicholas Carlini, Giancarlo Pellegrino, Edward Chou, Andreas Terzis, Jean‐Pierre Hubaux, Milad Nasr, Shuang Song, Steve Chien, Elaine Shi and Ari Juels. Their work appears in journals such as IEEE Security & Privacy, Cryptography and Communications, Journal of the American Medical Informatics Association, Lecture notes in computer science and Annual Meeting of the Association for Computational Linguistics (ACL).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.