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The Role of Dynamic Authorization in Fraud Prevention
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Learn how attribute-based access control and dynamic authorization enable real-time, policy-driven fraud prevention across the user journey.
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Introduction

The pandemic left many businesses unprepared for the sudden shift from face-to-face interactions to mostly digital operations. From banks to retailers to grocery stores to healthcare providers, organizations without systems in place to support secure user access from devices 24/7 put their businesses, employees, partners, and customers at risk. In Ponemon's 2021 study The Real Cost of Online Fraud, 61% of respondents said their organizations did not have the right technologies to mitigate online financial fraud.

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61%
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of respondents said their organizations did not have the right technologies to mitigate online financial fraud

Enterprises in the early stages of their digital transformation struggled to keep up with new market entrants with better customer experience, and they started losing market share. They also opened themselves up to attacks by bad actors. Organizations using role-based access control (RBAC), a coarse-grained approach that was effective when users and systems were on-premises, found that they needed a more flexible approach and migrated to an identity-defined security solution, attribute-based access control (ABAC) with dynamic authorization. This new approach combines centralized control with user-level context to make real-time decisions.

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How Does Dynamic Authorization Enhance Attribute-based Access Control (ABAC)?

Attribute-based access control (ABAC) improves security by evaluating more than just a user's role for authorization decisions. The context of an access request provides a more detailed view of the situation. For example, with more employees working from home, enterprises have to be on the lookout for fraudsters attempting to enter their system using an employee's stolen credentials. By adding attributes when making an authorization decision, if that login attempt is from another country, the activity will be flagged.

Attributes can include:

Dynamic authorization is real-time enforcement of the fine-grained business logic around what users can see and do, in what context, and for what purpose.

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Diagram comparing access-control granularity: coarse-grained application access, medium-grained URL-based access, and fine-grained conditional or contextual access.
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How Does Dynamic Authorization Work?

Dynamic authorization starts with an application, like a mobile app, providing data to the central authorization system that identifies the nature of the request. Examples include a customer who wants to access their ecommerce account or an HR employee who wants to access confidential employee files. The central authorization system then takes responsibility for collecting the additional data required to make the appropriate authorization decision. This could include:

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Architecture diagram showing a dynamic authorization decision engine using banking, fraud, microservice, and device-risk data to make transaction decisions and capture compliance evidence.
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Increasing Trust with Policy-based Access Control (PBAC)

Dynamic authorization relies on policies that look beyond a single attribute, like a role (e.g., customer or HR employee), and add context by assessing multiple attributes (e.g., time of day, IP address, or type of resource) for decision making. The policies an organization puts in place direct the authorization decision tree for each access request. High-value actions, including accessing sensitive data or making a significant purchase, are subject to different policies than simply viewing a retail website. The user experience can remain frictionless for low-risk situations, but levels of friction can be added when necessary. For example, if a customer who rarely uses a retail site suddenly tries to make a $10,000 purchase, stepped-up authentication using multi-factor authentication (MFA) can be required to make sure their account hasn't been taken over by a fraudster.

Risk Signals and Risk Providers

Organizations are always under pressure to balance security against friction in the customer experience. An increasingly attractive approach is to adapt the user experience based on the level of trust in the user.

How do you know if you can trust a user? Organizations typically use numerous data sources and risk signals to determine whether access should be granted. Over time, a trust relationship is developed using signals from external fraud and risk providers, along with information about the user, their devices, and the actions they want to perform. Data enrichment from risk providers can:

A centralized approach moves authorization policies away from application-level decisions to allow fraud teams to respond consistently and more quickly to issues in the organization as a whole. Tools to detect fraud are constantly evolving, and fraud teams can review and add best-in-class risk signals to policies as they are identified.

How Does Dynamic Authorization Prevent Fraud?

A multi-layer approach to fraud prevention is always your best option, since bad actors are coming up with new ways to commit fraud every day.

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Fraud can happen at any stage of the user journey. Developing strong policies and identifying risk signals to curtail fraudulent activity is part of this multi-layered approach. By proactively flagging suspicious activity during account creation, account login, profile changes, attempted transactions, attempts to access sensitive data, and other steps in the user journey, fraud can be prevented.

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Timeline showing fraud-focused activities across the user lifecycle, including onboarding, login, account changes, and purchase, with scores returned in real time.
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As part of a multi-layered approach, some countries have taken additional steps to prevent fraud. In the UK, the nationwide Take Five Stop-Challenge-Protect campaign helps people protect themselves from preventable financial fraud by teaching them about email deception, phone-based scams, and online fraud and alerting them to tactics used by criminals who pretend to be trusted organizations. One campaign focus is authorized push payment (APP) scams, where a criminal tricks an individual or business into sending an irreversible payment to a bank account the criminal controls. If a bank that has formed a trusting relationship with a vulnerable person can find a way to alter the user experience–such as by asking whether the person has received a phone call or email telling them to make the transaction–the person is nudged to stop before sending their money to the fraudster.

Additional Benefits of Dynamic Authorization

The benefits of centralized authorization policies that are used to control access by evaluating identity attributes, entitlements, consents, and additional contextual information go beyond fraud prevention.

Regulatory and Privacy Compliance

Dynamic authorization allows organizations to comply with regulations through attribute filters and privacy consent enforcement mechanisms. Compliance with GDPR, CCPA, CDR, and other regulations means that customers must have control over and insight into their data. Without a central authorization system providing a single view of users, siloed user data makes it hard to manage consents.

Personalization

Understanding your users allows you to personalize your interactions with them. Beyond the personalization of greetings and offers, personal preferences can also be used to prevent fraud. For example, a banking customer who never banks by phone can turn off that option in their account profile, preventing a bad actor from making a fraudulent phone transaction.

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Ping Identity infographic explaining how dynamic authorization helps fight fraud by addressing expanding attack vectors, authorization sprawl, and limitations of traditional authorization.
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Ready to Implement Dynamic Authorization at Your Company?

The landscape of solution providers is constantly evolving and shifting. Layering controls and best-of-breed risk models is the right approach. Organizations should seek agility in their fraud prevention solutions.

PingOne Authorize and PingAuthorize offer companies the agility to react instantly without sacrificing security or regulatory compliance. These tools provide centralized authorization policies that evaluate the context of a request to make intelligent decisions — all while protecting your data, services, applications, and APIs and providing your users with seamless experiences.

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See Dynamic Authorization in Action
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PingOne Authorize and PingAuthorize give your organization the agility to respond to fraud in real time — without sacrificing security or regulatory compliance.
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