南京大学计算机软件新技术国家重点实验室
摘 要:
For decades, computer and information
security research has been driven by fundamental concepts such as
confidentiality, integrity, and availability. Despite the tremendous
accomplishments, cybersecurity is still largely an Art. What concepts will
drive the research to elevate this Art to Science of cybersecurity? Our
research has led to a unique approach, dubbed Cybersecurity Dynamics, by which
we aim to build a systematic foundation for modeling, analyzing, and
quantifying cybersecurity from a holistic perspective. Under the umbrella of
this framework, we have been focusing on three research thrusts, which we call
a systematic “x-y-z-t coordinate system” as a metaphor. At a high level, the
x-axis represents first-principle modeling (analogous to Theoretical Physics
research for understanding the Universe), the y-axis represents data analytics
(analogous to Experimental Physics research), the z-axis represents metrics
(analogous to defining notions such as Mass and Energy), and the t-axis
represents time (meaning that “things” in cyberspace evolve over time). The
framework is inherently multidisciplinary because it cuts across many
disciplines, including Computer Science, Applied Mathematics (e.g., Dynamical
Systems, Control Theory, and Game Theory), Statistics, Machine Learning,
Artificial Intelligence, Statistical Physics, Complexity Science, Systems
Science, Network Science, and Social Sciences. In this talk, I will review the
Cybersecurity Dynamics framework, highlight some new progresses, and discuss future
research directions. Please refer to http://www.cs.utsa.edu/~shxu/socs/ for
more information about this exciting research endeavor.
报告人简介:
Shouhuai Xu is a Full Professor in the
Department of Computer Science, University of Texas at San Antonio (UTSA). He
is the founding Director of the Laboratory for Cybersecurity Dynamics at UTSA.
He is interested in both fundamental and practical cybersecurity research. His
research has been funded by a number of federal funding agencies. He
co-initiated the International Conference on Science of Cyber Security
(http://www.sci-cs.net/) and the ACM Scalable Trusted Computing Workshop (ACM
STC). He is/was a Program Committee co-chair of SciSec’19, SciSec’18, ICICS’18,
NSS’15 and Inscrypt’13. He has served on the Program Committees of numerous
international conferences. He is/was an Associate Editor of IEEE Transactions
on Dependable and Secure Computing (IEEE TDSC), IEEE Transactions on
Information Forensics and Security (IEEE T-IFS), and IEEE Transactions on
Network Science and Engineering (IEEE TNSE). He received his PhD in Computer
Science from Fudan University.
时间:8月12日 10:45-11:45
地点:计算机科学技术楼229室
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