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Uncovering Memorization in Timeseries Imputation models: LBRM Membership Inference and its link to attribute Leakage
Faiz Taleb, Ivan Gazeau, Maryline Laurent
Deep learning models for time series imputation are now essential in fields such as healthcare, the Internet of Things (IoT), and finance. However, their deployment raises critical…
Enabling Multi-Client Authorization in Dynamic SSE
Seydina Ousmane Diallo, Maryline Laurent, Nesrine Kaaniche
Outsourcing encrypted data to the cloud creates a fundamental tension between data privacy and functional searchability. Current Searchable Symmetric Encryption (SSE) solutions fre…
ClinConNet: A Blockchain-based Dynamic Consent Management Platform for Clinical Research
Montassar Naghmouchi, Maryline Laurent
Consent is an ethical cornerstone of clinical research and healthcare in general. Although the ethical principles of consent - providing information, ensuring comprehension, and en…