15 citations · 64 across the 14 of their papers we have counts for
Showing 2021Show all
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cs.CR2021★ 4 cited
Generalization Techniques Empirically Outperform Differential Privacy against Membership Inference
Jiaxiang Liu, Simon Oya, Florian Kerschbaum
Differentially private training algorithms provide protection against one of the most popular attacks in machine learning: the membership inference attack. However, these privacy a…
cs.CR2021★ 8 cited
IHOP: Improved Statistical Query Recovery against Searchable Symmetric Encryption through Quadratic Optimization
Simon Oya, Florian Kerschbaum
Effective query recovery attacks against Searchable Symmetric Encryption (SSE) schemes typically rely on auxiliary ground-truth information about the queries or dataset. Query reco…
cs.CR2021★ 2 cited
Obfuscated Access and Search Patterns in Searchable Encryption
Zhiwei Shang, Simon Oya, Andreas Peter +1
Searchable Symmetric Encryption (SSE) allows a data owner to securely outsource its encrypted data to a cloud server while maintaining the ability to search over it and retrieve ma…