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AI in Cybersecurity

AI in Cybersecurity

Combined Session
Friday, June 07, 2024 10:30—11:30

Explainable AI for Internal Threat Detection in a Mixed Identity Landscape

Did a John Doe make a sudden quick transaction of the entire procurement cycle from purchase requisition to purchase order to payment, very quickly than typical transactions? Did "John Doe" create the purchase requisition, while "J Doe" made the final invoice payment? The problem of finding and matching John Doe versus J.Doe is attempted in an end-to-end procurement process to detect internal fraud, based on data from ERP systems. We present an explainable AI (XAI) approach that attempts to explain to business users how certain features of data affect high-risk indicators in a procurement process. Various state-of-the-art XAI methods and novel contributions are empirically evaluated to provide an explainable AI-driven output that can be trusted by business users for actions.

Sayantan Polley
Senior Principal
Technology Risk Partners
Mr. Sayantan Polley (MSc.) is an AI researcher and cyber-security innovator. His ongoing Ph.D. at Uni Magdeburg, Germany, lies in the intersection of Explainable AI, ethical use of AI, application...
The Double-Edged Sword of AI: Committing and Preventing Fraud
John Erik Setsaas
Director of Innovation
Tietoevry Banking
With over 25 years’ experience in digital identity, John Erik Setsaas is a pioneer in this space. He is a prolific speaker at fintech industry events around the world including Money20/20...
The Rise of the Bots: How to Reduce Fraud and Friction to Drive Higher Customer Loyalty

With the rapid increase in online commerce, it is imperative that organisations deliver great, friction free online experiences to customers to drive brand loyalty and grow business. However malicious actors are taking advantage of this to commit fraud in many ways; from leveraging BOTs to buy up inventory, to utlizing generative AI to conduct advanced phishing campaigns to perform account takeovers - all of which erode customer satisfaction and erode brand loyalty.
In this session we will discuss how organisations can use Artificial Intelligence, passwordless authentication, and flexible journey orchestration to keep their customers safe while still delivering superior customer experiences

Matthew Berzinski
Senior Product Management Director
Ping Identity
As a Senior Director of Product Management, Matt is responsible for building product strategies in bringing the PingIdentity product portfolio to market. Matt works closely with customers and...
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