Search Results for author: Le Nguyen

Found 6 papers, 0 papers with code

SECURE: Benchmarking Generative Large Language Models for Cybersecurity Advisory

no code implementations30 May 2024 Dipkamal Bhusal, Md Tanvirul Alam, Le Nguyen, Ashim Mahara, Zachary Lightcap, Rodney Frazier, Romy Fieblinger, Grace Long Torales, Nidhi Rastogi

Large Language Models (LLMs) have demonstrated potential in cybersecurity applications but have also caused lower confidence due to problems like hallucinations and a lack of truthfulness.

Benchmarking

Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience

no code implementations2 May 2024 Nhi Nguyen, Le Nguyen, Honghan Li, Miguel Bordallo López, Constantino Álvarez Casado

Video-based remote photoplethysmography (rPPG) has emerged as a promising technology for non-contact vital sign monitoring, especially under controlled conditions.

Denoising

Estimating exercise-induced fatigue from thermal facial images

no code implementations12 Sep 2023 Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López

Exercise-induced fatigue resulting from physical activity can be an early indicator of overtraining, illness, or other health issues.

Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes

no code implementations12 Sep 2023 Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Le Nguyen, Miguel Bordallo López

For the first time, this work introduces regression models capable of estimating age and body mass index (BMI) based solely on acoustic data, as well as a model for sex classification.

Binary Classification Classification +2

Non-Contact Heart Rate Measurement from Deteriorated Videos

no code implementations28 Apr 2023 Nhi Nguyen, Le Nguyen, Constantino Álvarez Casado, Olli Silvén, Miguel Bordallo López

Remote photoplethysmography (rPPG) offers a state-of-the-art, non-contact methodology for estimating human pulse by analyzing facial videos.

Denoising Heart rate estimation

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