Anti-Fraud Engineering for Digital Finance

Behavioral Modeling Paradigm

Inbunden, Engelska, 2023

Av Cheng Wang

2 669 kr

Beställningsvara. Skickas inom 10-15 vardagar

Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

2 269 kr

Skickas inom 10-15 vardagar

This book offers an introduction to the topic of anti-fraud in digital finance based on the behavioral modeling paradigm. It deals with the insufficiency and low-quality of behavior data and presents a unified perspective to combine technology, scenarios, and data for better anti-fraud performance. The goal of this book is to provide a non-intrusive second security line, rather than replaced with existing solutions, for anti-fraud in digital finance. By studying common weaknesses in typical fields, it can support the behavioral modeling paradigm across a wide array of applications. It covers the latest theoretical and experimental progress and offers important information that is just as relevant for researchers as for professionals.

Produktinformation

Utgivningsdatum2023-12-05
Mått155 x 235 x 17 mm
Vikt534 g
FormatInbunden
SpråkEngelska
Antal sidor207
FörlagSpringer Verlag, Singapore
ISBN9789819952564

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Finansiering inom Ekonomi och ledarskap
Brottsutredning och kriminalteknik inom Samhalle och politik
Mikroekonomi inom Ekonomi och ledarskap
IT-säkerhet inom Data och it

Overview of Digital Finance Anti Fraud Vertical Association Modeling: Latent Interaction Modeling.- Horizontal Association Modeling: Deep Relation Modeling.- Explicable Integration Techniques: Relative Temporal Position Taxonomy.- Multidimensional Behavior Fusion: Joint Probabilistic Generative Modeling.- Knowledge Oriented Strategies: Dedicated Rule Engine.- Enhancing Association Utility: Dedicated Knowledge Graph.- Associations Dynamic Evolution: Evolving Graph Transformer.