Universal Behavior Computing for Security and Safety

Cheng Wang, Hangyu Zhu (Autoren)

Buch | Hardcover

290 Seiten

2024 | 2024 ed.
Springer Verlag, Singapore
978-981-97-9013-5 (ISBN)

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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.

Cheng Wang received the Ph.D. degree from the Department of Computer Science, Tongji University, in 2011. He is currently a professor with the Department of Computer Science and Technology, Tongji University. He has conducted extensive research in behavior computing. His achievements have been recognized with the National Science and Technology Progress Award and the Outstanding Ph.D. Dissertation Award from the China Computer Federation (CCF). His research interests include cyberspace security and intelligent information services. Hangyu Zhu is a Ph.D. candidate in the Department of Computer Science and Technology at Tongji University. His research interests include behavioral anomaly detection and network representation learning.

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.

Erscheinungsdatum	30.11.2024
Zusatzinfo	66 Illustrations, color; 8 Illustrations, black and white
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Netzwerke ► Sicherheit / Firewall
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	981-97-9013-1 / 9819790131
ISBN-13	978-981-97-9013-5 / 9789819790135
Zustand	Neuware