1 citations · 1 across the 8 of their papers we have counts for
9 papers
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…
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)
Faiz Taleb, Ivan Gazeau, Maryline Laurent
Generative models can unintentionally memorize training data, posing significant privacy risks. This paper addresses the memorization phenomenon in time series imputation models, i…
GeoFINDR: Practical Approach to Verify Cloud Instances Geolocation in Multicloud
Said Ider, Maryline Laurent
In multicloud environments, where legal obligations, technical constraints and economic interests are at stake, it is of interest to stakeholders to be able to locate cloud data or…
Practical and Ready-to-Use Methodology to Assess the re-identification Risk in Anonymized Datasets
Louis-Philippe Sondeck, Maryline Laurent
To prove that a dataset is sufficiently anonymized, many privacy policies suggest that a re-identification risk assessment be performed, but do not provide a precise methodology fo…
An automatized Identity and Access Management system for IoT combining Self-Sovereign Identity and smart contracts
Montassar Naghmouchi, Hella Kaffel, Maryline Laurent
Nowadays, open standards for self-sovereign identity and access management enable portable solutions that are following the requirements of IoT systems. This paper proposes a block…
Personal information self-management: A survey of technologies supporting administrative services
Paul Marillonnet, Maryline Laurent, Mikaël Ates
This paper presents a survey of technologies for personal data self-management interfacing with administrative and territorial public service providers. It classifies a selection o…
Serverless Protocols for Inventory and Tracking with a UAV
Collins Mtita, Maryline Laurent, Damien Sauveron +3
It is widely acknowledged that the proliferation of Unmanned Aerial Vehicles (UAVs) may lead to serious concerns regarding avionics safety, particularly when end-users are not adhe…