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Florian Tramèr — most-cited papers & profile · Large Language Models
← authors
·
overview
Florian Tramèr
17
papers ·
610
citations ·
34
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Extracting Training Data from Large Language Models
2020 · 275 citations
Physical Adversarial Examples for Object Detectors
2018 · 104 citations
Label-Only Membership Inference Attacks
2020 · 98 citations
Note on Attacking Object Detectors with Adversarial Stickers
2017 · 37 citations
Membership Inference Attacks From First Principles
2021 · 30 citations
Red-Teaming the Stable Diffusion Safety Filter
2022 · 25 citations
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
2024 · 15 citations
Is Private Learning Possible with Instance Encoding?
2020 · 11 citations
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
2024 · 9 citations
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks And Prompt Injections
2025 · 3 citations
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI
2024 · 3 citations
Evading Black-box Classifiers Without Breaking Eggs
2023
Privacy Backdoors: Stealing Data with Corrupted Pretrained Models
2024
Blind Baselines Beat Membership Inference Attacks for Foundation Models
2024
Top co-authors
Alejandro Hernández-Cano
· 1
Alexander Hägele
· 1
Alexander Hoyle
· 1
Alexander Sternfeld
· 1
Allen Hao Huang
· 1
Ana Klimovic
· 1
Anastasiia Kucherenko
· 1
Andreas Krause
· 1
Andreas Marfurt
· 1
Andreas Terzis
· 1
Andrei Kucharavy
· 1
Andrei Panferov
· 1
Topics
Adversarial ML
Vulnerability Detection
Privacy
LLM Security
cs.CR
Diffusion Models
Text-to-Image
Malware Detection
Threat Intelligence