Hola,
¿eres nuevo aquí?

Regístrate gratis y conecta tu empresa con financiación pública, partners y proyectos.

Tengo cuenta

Regístrate

Ver video

PFV-4-PTAI

Financiado

Cerrado

Probabilistic Formal Verification for Provably Trustworthy AI

This project is concerned with the formal verification of modern Artificial Intelligence (AI) systems with Machine Learning (ML) components. Certifying that an AI satisfies certain requirements, such as fairness or safety standard... ver más

28/02/2026

UNITN

Presupuesto desconocido

Líder del proyecto

UNIVERSITA DEGLI STUDI DI TRENTO No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

Fecha límite participación Sin fecha límite de participación.

Financiación concedida El organismo HORIZON EUROPE notifico la concesión del proyecto el día 2024-03-01

HORIZON-MSCA-2022-PF-01-01: MSCA Postdoctoral Fellowships 2022 ExpectedOutcome:

I+D

Cerrada hace 2 años

0% 100%

Información adicional privada

No hay información privada compartida para este proyecto. Habla con el coordinador.

Participantes

UNITN

Lider

Conecta tu I+D

¿Tienes un proyecto y buscas un partner? Gracias a nuestro motor inteligente podemos recomendarte los mejores socios y ponerte en contacto con ellos. Te lo explicamos en este video

Proyectos interesantes

AutoFair Human-Compatible Artificial Intelligence with Guarantees 3M€ Cerrado

TAILOR Foundations of Trustworthy AI Integrating Reasoning Learn... 12M€ Cerrado

PID2021-122916NB-I00 INTELIGENCIA ARTIFICIAL EXPLICABLE PARA TOMA DE DECISIONES C... 260K€ Cerrado

VeriDeL Verifiably Safe and Correct Deep Neural Networks 2M€ Cerrado

PID2019-106758GB-C33 APRENDIZAJE AUTOMATICO EXPLICABLE: UNA APROXIMACION PROBABIL... 109K€ Cerrado

SPATIAL Security and Privacy Accountable Technology Innovations Alg... 5M€ Cerrado

Duración del proyecto: 23 meses Fecha Inicio: 2024-03-01
Fecha Fin: 2026-02-28

Líder del proyecto

UNIVERSITA DEGLI STUDI DI TRENTO No se ha especificado una descripción o un objeto social para esta compañía.

TRL 4-5

Fecha límite de participación Sin fecha límite de participación.

Descripción del proyecto This project is concerned with the formal verification of modern Artificial Intelligence (AI) systems with Machine Learning (ML) components. Certifying that an AI satisfies certain requirements, such as fairness or safety standards, is pivotal for the regulation and use of this technology in many domains, especially those with high socio-economical stakes. Techniques that can provide formal guarantees on modern AI will have broad impacts on multiple areas described in the Horizon Europe strategic plan 2021-2024. The proposed framework goes beyond the state-of-the-art by adopting a probabilistic approach that satisfies three desiderata. First, it supports arbitrarily complex distributions, handling uncertainty over both non-deterministic systems and/or complex, multidimensional enviroments. Second, it unifies under the same formalism the verification of a multitude of ML models and properties of interest. Third, it enables the verification of ML models as part of a larger system and promises an easier integration into the existing probabilistic formal verification (PFV) tools. The approach is based on the notion of Weighted Model Integration, a recent formalism that enable probabilistic inference over arbitrary combination of logical theories and algebraic constraints.Paolo Morettin is one of the most prolific authors in the novel but vibrant field of WMI. Having both industrial experience in formal verification and a ML-oriented scientific background, he is the ideal candidate for pushing the boundaries of WMI-based probabilistic formal verification. As a MSCA postdoctoral fellow, Paolo Morettin will advance the state-of-the-art with both theoretical and technological contributions, with the ultimate goal of enabling and facilitating the integration of the proposed framework into the existing PFV tools. At the same time, he will develop a highly valuable multidisciplinary ML/FV background, enhancing his career perspectives.

Conecta tu I+D

Entra hoy

¿Olvidé mi contraseña?

Financiación

Empresas

CTIs/Universidades

Proyectos

Investigadores