Statistical techniques for network security modern statistically-based intrusion detection and protection by Yun Wang

Cover of: Statistical techniques for network security | Yun Wang

Published by Information Science Reference in Hershey, PA .

Written in English

Read online

Subjects:

  • Computer networks -- Security measures,
  • Computer security

Edition Notes

Includes bibliographical references and index.

Book details

Statementby Yun Wang.
Classifications
LC ClassificationsTK5105.59 .W36 2008
The Physical Object
Paginationp. cm.
ID Numbers
Open LibraryOL16908793M
ISBN 109781599047089, 9781599047102
LC Control Number2008023192

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Statistical Techniques for Network Security: Modern Statistically-Based Intrusion Detection and Protection bridges between applied statistical modeling techniques and network security to provide statistical modeling and simulating approaches to address the needs for intrusion detection and protection.

Covering in-depth topics such as network Cited by:   Preface This book describes modern statistical techniques for intrusion detection and prevention from an applied perspective. The use of statistical techniques in network security has attracted a lot of attention by researchers and professionals from the information system, Statistical techniques for network security book science, and statistics fields over the last three decades.

Statistical Techniques for Network Security: Modern Statistically-Based Intrusion Detection and Protection bridges between applied statistical modeling techniques and network security to provide statistical modeling and simulating approaches to address the.

Intrusion detection and protection is a key component in the framework of the computer and network security area. Although various classification algorithms and approaches have been developed and proposed over the last decade, the statistically-based method remains the most common approach to anomaly intrusion tical Techniques for Network Security: Modern Statistically.

Statistical Techniques For Network Security Yun Wang Author. Find all books from Yun Wang. At you can find used, antique and new books, compare results and immediately purchase your selection at the best price. Intrusion detection and protection is a. Get this from a library. Statistical techniques for network security: modern statistically-based intrusion detection and protection.

[Yun Wang] -- "This book aims to provide a guide for applying modern statistical techniques for intrusion detection and prevention, and serve as a reference for individuals such as network administrators.

Book description. In this practical guide, security researcher Michael Collins shows you several techniques and tools for collecting and analyzing network traffic datasets.

You’ll understand how your network is used, and what actions are necessary to protect and improve it. Many of these techniques involve mathematical or statistical reasoning that I have intentionally kept at a functional level rather than going through the derivations of the approach.

A basic understanding of statistics will, however, be helpful. Contents of This Book This book is divided into three sections: Data, Tools, and s: 9.

Statistical Methods in Computer Security summarizes discussions held at the recent Joint Statistical Meeting to provide a clear layout of current applications in the field. This blue-ribbon reference discusses the most influential advancements in computer security policy, firewalls, and security issues related to passwords.

Traditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks.

In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network. Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of Statistical techniques for network security book, or quickly identifying, malicious activity.

Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is relational, embodying a link between devices. Network Security Through Data Analysis Book Description: Traditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks.

In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing. E-books and e-journals are hosted on IGI Global’s InfoSci® platform and available for PDF and/or ePUB download on a perpetual or subscription basis.

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server security chapter k security chapter s and defenses chapter ing and managing a break-in chapter system-specific guidelines annexes annex ry annex graphy annex onic resources annex ty organizations annex resources. Publisher Summary.

This chapter provides an overview of issues, terminology, and techniques related to the security of the network. Network security comprises ongoing activities that assess the network for its current state of security, have in place protection and prevention mechanisms against security threats, implement detection mechanisms to rapidly identify security attacks that may have.

Figure shows a basic roadmap of the roles that statistical software packages play in network security. One of the advantages of using a statistical package in network security is that it provides a fairly easy and quick way to explore data, test algorithms and evaluate models.

Then, we will discuss statistical approaches in practice as well as statistical opportunities, roles, and challenges in network security. The use of statistical techniques in network security for intrusion detection and prevention has attracted great attention by researchers from both statistical.

Divided into three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. It’s ideal for network administrators and operational security analysts familiar with scripting.

Explore network, host, and service sensors for capturing security dataReviews:   If you are a network or security analyst, if you look at implementing a security analysis program, or simply you are interested in discovering how to leverage data analysis techniques to uncover potential bad actors in your network, this is the book to read/5(8).

David J. Marchette, "Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint," Springer Verlag, Julypages. Chris Brenton, Cameron Hunt, " Active Defense: A Comprehensive Guide to Network Security," Sybex, Junepages.

Network Security 6 Goals of Network Security As discussed in earlier sections, there exists large number of vulnerabilities in the network.

Thus, during transmission, data is highly vulnerable to attacks. An attacker can target the communication channel, obtain the data, and read the same or re-insert a false message to achieve his nefarious aims.

IJCSNS International Journal of Computer Science and Network Security, VOL No, October Manuscript received October 5, Manuscript revised Octo Statistics Based Information Security Risk Management Methodology Upasna Saluja, Dato Norbik Bashah Idris. Classification Based on Supervised Learning: /ch Classification plays an important role in network security.

It classifies network traffic into different categories based on the characteristics of the. Chapter 1 reviews the importance of network security and presents some relevant background and history.

It also introduces some basic terminology that is used throughout the book to define network, information, and computer security. Chapter 2 focuses on threats, vulnerabilities, and various types of attacks and hacks. It also. Search the world's most comprehensive index of full-text books.

My library. Network security’s made up of the hardware, software, policies and procedures designed to defend against both internal and external threats to your company’s computer systems.

Multiple layers of hardware and software can prevent threats from damaging computer networks, and stop them from spreading if they slip past your defenses. Network Security Technical Report – CSE 6 | 12 between inter-connected firewalls (inter-firewall anomalies) in the network.

The authors also presented the Firewall Policy Advisor [22] which provides a number of techniques for purifying and protecting the firewall policy from rule anomalies. The administrator may use the firewall.

Network security is a big topic and is growing into a high profi le (and often highly paid) Information Technology (IT) specialty area. Security-related websites are tremendously popular with savvy Internet users. The popularity of security-related certifi cations has expanded.

Esoteric security. Which statement describes statistical data in network security monitoring processes. It shows the results of network activities between network hosts. It contains conversations between network hosts.

It is created through an analysis of other forms of network data. It lists each alert message along with statistical information. Network and System Security provides focused coverage of network and system security technologies.

It explores practical solutions to a wide range of network and systems security issues. Chapters are authored by leading experts in the field and address the immediate and long-term challenges in the authors’ respective areas of expertise. Surveillance is the monitoring of behavior, activities, or information for the purpose of information gathering, influencing, managing or directing.

This can include observation from a distance by means of electronic equipment, such as closed-circuit television (CCTV), or interception of electronically transmitted information, such as Internet traffic.

Network security analysis has not traditionally been a team sport; to their own detriment, security decision makers rarely collaborate on data analysis with peers at other organizations. This can be due to a variety of reasons: fear of sharing sensitive information, understaffing, a lack of training, or a.

Network Security is a comprehensive resource written for anyone who plans or implements network security measures, including managers and practitioners. It offers a valuable dual perspective on security: how your network looks to hackers who want to get inside, and how you need to approach it on the inside to keep them at bay.

Network security is the practice of preventing and protecting against unauthorized intrusion into corporate networks. As a philosophy, it complements endpoint security, which focuses on individual. The Network Security Monitor (NSM) performed masking on access matrices for anomaly detection on a Sun-3/50 workstation.

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The FBI is the lead federal agency for investigating cyber attacks by criminals, overseas adversaries, and terrorists. The threat is incredibly serious—and growing. Network Security Through Data Analysis, 2nd Edition by Michael Collins Get Network Security Through Data Analysis, 2nd Edition now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from + publishers. However, many built-in security solutions, such as authentication mechanisms [78] and privacy settings [54], and commercial solutions, such as minor monitor [43] and social protection application [71], also serve as safeguards against both types of threats in SNSs.

Many security researchers have studied and discussed the security issues in SNSs. 7 principles of a sound network security analysis strategy. by Brian Rexroad.

As threats become more creative, our means to discover them needs to be more creative as well. Everyone that is operating a large enterprise is struggling to implement a Security Information and Event Management System.

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