Mathias Humbert
3 papers in the PaperMetrix corpus
Papers by this author
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Towards Plausible Graph Anonymization
2017 · SERVAL (Université de Lausanne)
Social graphs derived from online social interactions contain a wealth of information that is nowadays extensively used by both industry and academia. However, as social graphs contain sensitive information, they need to be properly anonymized …
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Towards Plausible Graph Anonymization
2020
Social graphs derived from online social interactions contain a wealth of information that is nowadays extensively used by both industry and academia. However, as social graphs contain sensitive information, they need to be properly anonymized …
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BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
2020 · arXiv (Cornell University)
The tremendous progress of autoencoders and generative adversarial networks (GANs) has led to their application to multiple critical tasks, such as fraud detection and sanitized data generation. This increasing adoption has fostered the study of …