عنوان

Malicious attack propagation and source identification /

شابک

3030021793

شابک

9783030021795

شابک اشتباه

3030021785

شابک اشتباه

9783030021788

عنوان اصلي

Malicious attack propagation and source identification /

نام عام مواد

[Book]

نام نخستين پديدآور

Jiaojiao Jiang, Sheng Wen, Bo Liu, Shui Yu, Yang Xiang, Wanlei Zhou.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource

عنوان فروست

Advances in information security ;

مشخصه جلد

73

متن يادداشت

Includes bibliographical references.

متن يادداشت

1 Introduction -- 2 Preliminary of Modeling Malicious Attack Propagation -- 3 User Influence in the Propagation of Malicious Attacks -- 4 Restrain Malicious Attack Propagation -- 5 Preliminary of Identifying Propagation Sources -- 6 Source Identification Under Complete Observations: A Maximum Likelihood (ML) Source Estimator -- 7 Source Identification Under Snapshots: A Sample Path Based Source Estimator -- 8 Source Identification Under Sensor Observations: A Gaussian Source Estimator -- 9 Comparative Study and Numerical Analysis -- 10 Identifying Propagation Source in Time-varying Networks -- 11 Identifying Multiple Propagation Sources -- 12 Identifying Propagation Source in Large-scale Networks -- 13 Future Directions and Conclusion.

بدون عنوان

0

متن يادداشت

This book covers and makes four major contributions: 1) analyzing and surveying the pros and cons of current approaches for identifying rumor sources on complex networks; 2) proposing a novel approach to identify rumor sources in time-varying networks; 3) developing a fast approach to identify multiple rumor sources; 4) proposing a community-based method to overcome the scalability issue in this research area. These contributions enable rumor source identification to be applied effectively in real-world networks, and eventually diminish rumor damages, which the authors rigorously illustrate in this book. In the modern world, the ubiquity of networks has made us vulnerable to various risks. For instance, viruses propagate throughout the Internet and infect millions of computers. Misinformation spreads incredibly fast in online social networks, such as Facebook and Twitter. Infectious diseases, such as SARS, H1N1 or Ebola, have spread geographically and killed hundreds of thousands people. In essence, all of these situations can be modeled as a rumor spreading through a network, where the goal is to find the source of the rumor so as to control and prevent network risks. So far, extensive work has been done to develop new approaches to effectively identify rumor sources. However, current approaches still suffer from critical weaknesses. The most serious one is the complex spatiotemporal diffusion process of rumors in time-varying networks, which is the bottleneck of current approaches. The second problem lies in the expensively computational complexity of identifying multiple rumor sources. The third important issue is the huge scale of the underlying networks, which makes it difficult to develop efficient strategies to quickly and accurately identify rumor sources. These weaknesses prevent rumor source identification from being applied in a broader range of real-world applications. This book aims to analyze and address these issues to make rumor source identification more effective and applicable in the real world.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030021795

عنوان

Malicious attack propagation and source identification.

شماره استاندارد بين المللي کتاب و موسيقي

9783030021788

موضوع مستند نشده

Computer networks-- Security measures.

موضوع مستند نشده

Computer security.

موضوع مستند نشده

Data encryption (Computer science)

موضوع مستند نشده

Communications engineering-- telecommunications.

موضوع مستند نشده

Computer networks-- Security measures.

موضوع مستند نشده

Computer security.

موضوع مستند نشده

Computer security.

موضوع مستند نشده

COMPUTERS-- Security-- General.

موضوع مستند نشده

Data encryption (Computer science)

موضوع مستند نشده

Network hardware.

موضوع مستند نشده

COM-- 053000

موضوع مستند نشده

UR

موضوع مستند نشده

UR

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Jiang, Jiaojiao

مستند نام اشخاص تاييد نشده

Liu, Bo

مستند نام اشخاص تاييد نشده

Wen, Sheng

مستند نام اشخاص تاييد نشده

Xiang, Yang

مستند نام اشخاص تاييد نشده

Yu, Shui

مستند نام اشخاص تاييد نشده

Zhou, Wanlei

تاريخ عمليات

20200823073920.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y