03320nam a22005295i 4500 978-981-97-9014-2 DE-He213 20251030114552.0 cr nn 008mamaa 241129s2024 si | s |||| 0|eng d 9789819790142 978-981-97-9014-2 10.1007/978-981-97-9014-2 doi QA76.9.A25 UR bicssc COM053000 bisacsh UR thema Wang, Cheng. author. aut http://id.loc.gov/vocabulary/relators/aut 71136 Universal Behavior Computing for Security and Safety [electronic resource] / by Cheng Wang, Hangyu Zhu. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XI, 290 p. 74 illus., 66 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Chapter 1. Overview of Universal Behavior Computing -- Chapter 2. Enhancing Data for Hard Anomaly Detection -- Chapter 3. Addressing Imbalance Data for Online Fraud Detection -- Chapter 4. Vectoring Applicant Information for Ex-ante Fraud Prediction -- Chapter 5. Detecting Behavioral Anomalies for Cyber Security -- Chapter 6. Layered Behavior Modeling for Recommendations -- Chapter 7. Collaborative Behavioral Protection in Anti-Fraud Systems -- Chapter 8. Behavioral Authentication for Security and Safety -- Chapter 9. Sophisticated Behavioral Simulation. This book presents advanced solutions for integrated security and safety based on universal behavior computing. It provides a comprehensive survey of recent representative research in the field of universal behavior computing, including a review of traditional behavior analysis methods, an introduction to emerging key technologies and frameworks for building behavior models, and a discussion on further opportunities for utilizing behavior simulation in future research. This book aims to provide a comprehensive and promising perspective for behavior computing-based security and safety solutions. By examining common weaknesses in typical real-world cases, it offers representative examples for a wide range of practical applications. It can provide valuable insights for both researchers and professionals in the field. Data protection. Data protection Law and legislation. 66490 Data mining. 6941 Security Services. Privacy. 66493 Data Mining and Knowledge Discovery. Zhu, Hangyu. author. aut http://id.loc.gov/vocabulary/relators/aut 88269 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819790135 Printed edition: 9789819790159 Printed edition: 9789819790166 https://doi.org/10.1007/978-981-97-9014-2 ZDB-2-BSP ZDB-2-SXBP 65327 65327