Fraud prevention with machine learning: Stream processing and real-time data management

When:

Thursday 27th July 2023 15:00 BST | 16:00 CEST | 10:00 EDT

Where:

Online

Fraud prevention with machine learning: Stream processing and real-time data management

Watch this webinar on how management of real-time data can be used to combat fraudsters’ sophisticated attack vectors in a time-effective manner.

  • How can organisations react quicker with stream processing to detect financial crime?
  • What techniques can be used to ensure robust fraud detection?
  • How can the industry be empowered to safeguard against reputational damage?

As fraudsters continually evolve tactics, traditional detection methods often need help. By leveraging these stream processing and real-time data access, organisations can revolutionise their approach to detecting and preventing fraud. Stream processing involves analysing data as it flows through systems in real-time, enabling proactive identification of fraudulent activities and swift response.

However, there are unique challenges associated with real-time fraud detection, including effectively handling large volumes of data, ensuring data accuracy, and maintaining low latency. Latest advancements in machine learning algorithms can help resolve some of these issues, specifically focusing on their unification of data-in-motion and data-at-rest. By combining these technologies, organisations can enhance fraud detection accuracy while minimising false positives.

Further, the significance of model interpretability and ethical considerations when deploying machine learning for fraud prevention must also be considered. With innovative techniques and strategies, technologies can be leveraged for robust fraud prevention effectively. The industry must stay ahead of fraudsters and safeguard organisations against financial losses and reputational damage.

Sign up for this Finextra webinar, hosted in association with Hazelcast, to join our panel of industry experts who will discuss the potential of stream processing and real-time data in fraud prevention.

Speakers:

  • Gary Wright - Head of Research, Finextra [Moderator]
  • Manish Devgan - Chief Product Officer, Hazelcast

 

Upcoming events
See all Events »
Webinar - Cloud-native: How can banks achieve efficiency?

Webinar - Cloud-native: How can banks achieve efficiency?

Tuesday 13th June 2023 15:00 BST | 16:00 CEST | 10:00 EDT

Where can financial institutions focus their spending to optimise efficiency in cost, cloud, and onboarding, and step into the future?

Webinar - KYC data enrichment: Enhancing ongoing risk scoring and monitoring with new data sources

Webinar - KYC data enrichment: Enhancing ongoing risk scoring and monitoring with new data sources

Tuesday 25th July 2023 15:00 BST | 16:00 CEST | 10:00 EDT

How can financial institutions enhance their customer understanding through data enrichment? What new tools and technologies can third party data providers offer?

Webinar - Financial Crime: How regulators are cooperating to combat financial crime

Webinar - Financial Crime: How regulators are cooperating to combat financial crime

Thursday 6th July 2023 15:00 BST | 16:00 CEST | 10:00 EDT

How will AML compliance for central banks and financial institutions be impacted by the establishment of the European AMLA and how will financial crime regulation be standardised throughout the EU?