From the 1 of 5 linked papers with an AI index.
5 papers
Have I Seen You? Embedding Behavior Signals Synthetic Face Dataset Membership
PaweŠBorsukiewicz, Daniele Lunghi, Wendkûuni C. Ouédraogo +2
Synthetic face datasets are increasingly used to reduce privacy exposure and data access constraints in biometric recognition. Yet the generators that produce these datasets are tr…
Benchmarking Face Recognition without Real Faces
PaweŠBorsukiewicz, Daniele Lunghi, Wendkûuni C. Ouédraogo +2
The paper evaluates whether synthetic face datasets can replace real‑face benchmarks for assessing face recognition models, finding that the best synthetic sets achieve comparable…
Detecting Malicious Agent Skills in the Wild using Attention
Bacem Etteib, Daniele Lunghi, Tégawendé F. Bissyandé
LLM agents increasingly load skills, file-based packages of natural-language instructions written by third parties and distributed through marketplaces, that execute with the user'…
Adversarial Camouflage
PaweÅ Borsukiewicz, Daniele Lunghi, Melissa Tessa +2
While the rapid development of facial recognition algorithms has enabled numerous beneficial applications, their widespread deployment has raised significant concerns about the ris…
FRAUD-RLA: A new reinforcement learning adversarial attack against credit card fraud detection
Daniele Lunghi, Yannick Molinghen, Alkis Simitsis +2
Adversarial attacks pose a significant threat to data-driven systems, and researchers have spent considerable resources studying them. Despite its economic relevance, this trend la…