Resources
Glossary, frameworks, reports, regulatory sources, communities, learning and tooling.
7 resources.
| Resource | Summary |
|---|---|
| Books, Courses and Certifications | Credentials, courses and books worth a transaction fraud practitioner's time, with who each suits, what it covers and where it falls short for transaction fraud. |
| Communities and Conferences | Practitioner communities, associations, information-sharing groups and recurring conferences relevant to transaction fraud, with who each serves and how to get value from it. |
| Frameworks and Taxonomies | The external frameworks and classification schemes a transaction fraud team should know, what each is good for, and how The Outlier Lab maps onto them. |
| Glossary | 300+ transaction fraud terms (rails, return and dispute codes, rewards, brokerage, detection, ML, operations, QA and regulation) with short definitions and links into the vault. |
| Newsletters and Podcasts | Ongoing reading and listening for transaction fraud practitioners, checked for activity in 2026, with what each source is best for and its bias. |
| Open Source Tools for Fraud Teams | Defender-side open-source tools for transaction fraud teams (graph, rules, feature stores, imbalanced ML, anomaly detection, image hashing, monitoring platforms) with fit, license and caveats. |
| Reports and Data Sources | The recurring reports and datasets transaction fraud teams cite, what each is actually good for, and the caveats that keep you from misusing the numbers. |