Florian Tramèr

14.6k citations
32 papers · 754 indexed · 1 hit paper · h-index 14

Florian Tramèr

29 papers receiving 731 citations

Hit Papers

Membership Inference Attacks From First Principles182202220262023202450100150

Peers

Florian Tramèr
Comparison fields: 5 of 68
  • Health Informatics 46
  • Artificial Intelligence 567
  • Information Systems 170
  • Signal Processing 75
  • Computer Science Applications 32
Replace Vincent Bindschaedler with:
Vincent Bindschaedler United States
Alexandre Viejo Spain
Andrew M. Dai United States
Eric Breck United States
Kailong Wang China
Nguyen B. Truong United Kingdom
Dong‐Kyu Chae South Korea
James Michaelis United States
Sahin Cem Geyik United States
Pavol Návrat Slovakia
Florian Tramèr relative to Vincent Bindschaedler United States Vincent Bindschaedler's profile →
Citations per field
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Vincent Bindschaedler · 1×
Citations per year

Countries citing papers authored by Florian Tramèr

Since Specialization
Citations

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

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network

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.

Border = papers with Florian Tramèr Line = papers co-authored together Florian Tramèr links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 202426
2 20240
3 20240
4 20245
5 20240
6 202311
7 20239
8
Membership Inference Attacks From First Principlesbreakdown →
2022182
9
Differentially Private Learning Needs Better Features (or Much More Data)
20214
10
Antipodes of Label Differential Privacy: PATE and ALIBI
20211
11
Fundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbations
20208
12 202015
13
Ad-versarial: Defeating Perceptual Ad-Blocking
20184
14
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
201813
15
SentiNet: Detecting Physical Attacks Against Deep Learning Systems
201833
16
Enter the Hydra: Towards Principled Bug Bounties and Exploit-Resistant Smart Contracts.
201734
17 201765
18 201750
19 201661
20 201512

About Florian Tramèr

Florian Tramèr is a scholar working on Artificial Intelligence, Toxicology, Computer Graphics and Computer-Aided Design, Information Systems and Signal Processing, having authored 32 papers that have together received 754 indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (9 papers), Adversarial Robustness in Machine Learning (8 papers), Cryptography and Data Security (7 papers), Blockchain Technology Applications and Security (4 papers), Cryptographic Implementations and Security (3 papers), Internet Traffic Analysis and Secure E-voting (3 papers), Privacy, Security, and Data Protection (3 papers) and Network Security and Intrusion Detection (3 papers). The work is most often cited by research in Health Informatics (46 citations), Artificial Intelligence (567 citations), Information Systems (170 citations), Signal Processing (75 citations) and Computer Science Applications (32 citations). Florian Tramèr has collaborated with scholars based in United States, Switzerland and United Kingdom. Frequent co-authors include Nicholas Carlini, Andreas Terzis, Jean‐Pierre Hubaux, Milad Nasr, Steve Chien, Shuang Song, Dan Boneh, Reza Shokri, Katherine Lee and Fatemehsadat Mireshghallah. Their work appears in journals such as IEEE Security & Privacy, Cryptography and Communications, Journal of the American Medical Informatics Association, SHILAP Revista de lepidopterología and Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security.

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.

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