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Mathias Humbert — most-cited papers & profile · Cybersecurity
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overview
Mathias Humbert
7
papers ·
58
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
2020 · 20 citations
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
2018 · 13 citations
Image Obfuscation for Privacy-Preserving Machine Learning
2020 · 10 citations
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks
2022 · 8 citations
Data Poisoning Attacks Against Multimodal Encoders
2022 · 7 citations
Link Stealing Attacks Against Inductive Graph Neural Networks
2024
Top co-authors
Michael Backes
· 4
Pascal Berrang
· 4
Yang Zhang
· 4
Xinlei He
· 3
Ahmed Salem
· 2
Mario Fritz
· 1
Mathilde Raynal
· 1
Neil Zhenqiang Gong
· 1
Radhakrishna Achanta
· 1
Yannick Sautter
· 1
Yixin Wu
· 1
Zeyang Sha
· 1
Topics
Adversarial ML
Threat Intelligence
Vulnerability Detection
Privacy