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Found 4 papers, 0 papers with code
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
We introduce a privacy auditing scheme for ML models that relies on membership inference attacks using generated data as "non-members".
Membership Inference Attack for Beluga Whales Discrimination
To efficiently monitor the growth and evolution of a particular wildlife population, one of the main fundamental challenges to address in animal ecology is the re-identification of individuals that have been previously encountered but also the discrimination between known and unknown individuals (the so-called "open-set problem"), which is the first step to realize before re-identification.
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems
Clarification resolution plays an important role in various information retrieval tasks such as interactive question answering and conversational search.
Generating synthetic transactional profiles
Financial institutions use clients' payment transactions in numerous banking applications.
