Innovative Risk Assessment Solutions
Empowering secure financial transactions through federated learning technology.
Innovative Risk Assessment Solutions
We develop federated learning-based systems for risk assessment, ensuring data privacy while analyzing transaction data from multiple financial institutions for enhanced accuracy and reliability.
Data Collection
Gather transaction data from financial institutions while ensuring data privacy compliance.
Data Collection
Gather transaction data while ensuring data privacy compliance.
Model Development
Train models on decentralized data to enhance privacy and security.
ThisresearchwilladvanceourunderstandingofhowfederatedlearningandAIcanbe
appliedtocomplexfinancialsystemslikecross-borderpayments.Bydevelopingarobust
riskassessmentsystem,thestudywillcontributetothesecurityandefficiencyof
globalpaymentnetworks,fosteringtrustamongfinancialinstitutionsandconsumers.
Additionally,itwilldemonstratethepotentialoffine-tunedAImodelslikeGPT-4to
addressreal-worldchallenges,highlightingtheirsocietalimpactinpromotingethical
andsustainablefinancialpractices.Thefindingswillalsoprovideinsightsintothe
limitationsandfuturedirectionsofAIinriskassessment.