CyberWar

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Data Mining and Machine Learning in Cybersecurity

Data Mining and Machine Learning in CybersecurityWith the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible paths for future research in this area. This book fills this need.

From basic concepts in machine learning and data mining to advanced problems in the machine learning domain, Data Mining and Machine Learning in Cybersecurity provides a unified reference for specific machine learning solutions to cybersecurity problems. It supplies a foundation in cybersecurity fundamentals and surveys contemporary challenges—detailing cutting-edge machine learning and data mining techniques.

It also:

  • Unveils cutting-edge techniques for detecting new attacks
  • Contains in-depth discussions of machine learning solutions to detection problems
  • Categorizes methods for detecting, scanning, and profiling intrusions and anomalies
  • Surveys contemporary cybersecurity problems and unveils state-of-the-art machine learning and data mining solutions
  • Details privacy-preserving data mining methods

 

This interdisciplinary resource includes technique review tables that allow for speedy access to common cybersecurity problems and associated data mining methods. Numerous illustrative figures help readers visualize the workflow of complex techniques and more than forty case studies provide a clear understanding of the design and application of data mining and machine learning techniques in cybersecurity.

Price: $89.95

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Counter Hack Reloaded: A Step-by-Step Guide to Computer Attacks and Effective Defenses (2nd Edition)

Counter Hack Reloaded: A Step-by-Step Guide to Computer Attacks and Effective Defenses (2nd Edition)“I finally get it! I used to hear words like rootkit, buffer overflow, and idle scanning, and they just didn’t make any sense. I asked other people and they didn’t seem to know how these things work, or at least they couldn’t explain them in a way that I could understand. Counter Hack Reloaded is the clearest explanation of these tools I have ever seen. Thank you!”

—Stephen Northcutt, CEO, SANS Institute

“Ed Skoudis does it again! With this new edition, Ed takes a phenomenal work to the next level! This book is a ‘must-have’ and a ‘must-read’ for anyone remotely associated with computers and computer security.”
—Harlan Carvey, CISSP, author of Windows Forensics and Incident Recovery

“Ed Skoudis is a rare individual. He knows the innards of all the various systems, knows all the latest exploits and defenses, and yet is able to explain everything at just the right level. The first edition of Counter Hack was a fascinating read. It’s technically intriguing and very clear. . . . A book on vulnerabilities, though, will get out of date, and so we definitely needed this updated and significantly rewritten second edition. This book is a wonderful overview of the field.”
—From the Foreword by Radia Perlman, series editor, The Radia Perlman Series in Computer Networking and Security; author of Interconnections; and coauthor of Network Security: Private Communications in a Public World

“What a great partnership! Ed Skoudis and Tom Liston share an uncanny talent for explaining even the most challenging security concepts in a clear and enjoyable manner. Counter Hack Reloaded is an indispensable resource for those who want to improve their defenses and understand the mechanics of computer attacks.”
—Lenny Zeltser, coauthor of Malware: Fighting Malicious Code

“Ed Skoudis does it again! With this new edition, Ed takes a phenomenal work to the next level! This book is a ‘must-have’ and a ‘must-read’ for anyone remotely associated with computers and computer security.”
—Harlan Carvey, CISSP, author of Windows Forensics and Incident Recovery

“In addition to having breadth of knowledge about and probing insights into network security, Ed Skoudis’s real strength is in his ability to show complex topics in an understandable form. By the time he’s done, what started off as a hopeless conglomeration of acronyms starts to sound comfortable and familiar. This book is your best source for understanding attack strategies, attack tools, and the defenses against both.”
—William Stearns, network security expert, www.stearns.org

“This book is a must-have for anyone in the Internet security game. It covers everything from the basic principles to the fine details of online attack methods and counter-strategies and is very engagingly written.”
—Warwick Ford, coauthor of Secure Electronic Commerce

For years, Counter Hack has been the primary resource for every network/system administrator and security professional who needs a deep, hands-on understanding of hacker attacks and countermeasures. Now, leading network security expert Ed Skoudis, with Tom Liston, has thoroughly updated this best-selling guide, showing how to defeat today’s newest, most sophisticated, and most destructive attacks.

For this second edition, more than half the content is new and updated, including coverage of the latest hacker techniques for scanning networks, gaining and maintaining access, and preventing detection. The authors walk you through each attack and demystify every tool and tactic. You’ll learn exactly how to establish effective defenses, recognize attacks in progress, and respond quickly and effectively in both UNIX/Linux and Windows environments.

Important features of this new edition include

  • All-new “anatomy-of-an-attack” scenarios and tools
  • An all-new section on wireless hacking: war driving, wireless sniffing attacks, and more
  • Fully updated coverage of reconnaissance tools, including Nmap port scanning and “Google hacking”
  • New coverage of tools for gaining access, including uncovering Windows and Linux vulnerabilities with Metasploit
  • New information on dangerous, hard-to-detect, kernel-mode rootkits

Price: $69.99

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Netcat Power Tools

Netcat Power ToolsOriginally released in 1996, Netcat is a netowrking program designed to read and write data across both Transmission Control Protocol TCP and User Datagram Protocol (UDP) connections using the TCP/Internet Protocol (IP) protocol suite. Netcat is often referred to as a “Swiss Army knife” utility, and for good reason. Just like the multi-function usefullness of the venerable Swiss Army pocket knife, Netcat’s functionality is helpful as both a standalone program and a backe-end tool in a wide range of applications. Some of the many uses of Netcat include port scanning, transferring files, grabbing banners, port listening and redirection, and more nefariously, a backdoor. This is the only book dedicated to comprehensive coverage of the tool’s many features, and by the end of this book, you’ll discover how Netcat can be one of the most valuable tools in your arsenal.

* Get Up and Running with Netcat Simple yet powerful…Don’t let the trouble-free installation and the easy command line belie the fact that Netcat is indeed a potent and powerful program.
* Go PenTesting with Netcat Master Netcat’s port scanning and service identification capabilities as well as obtaining Web server application information. Test and verify outbound firewall rules and avoid detection by using antivirus software and the Window Firewall. Also, create a backdoor using Netcat.
* Conduct Enumeration and Scanning with Netcat, Nmap, and More! Netcat’s not the only game in town…Learn the process of network of enumeration and scanning, and see how Netcat along with other tools such as Nmap and Scanrand can be used to thoroughly identify all of the assets on your network.
* Banner Grabbing with Netcat Banner grabbing is a simple yet highly effective method of gathering information about a remote target, and can be performed with relative ease with the Netcat utility.
* Explore the Dark Side of Netcat See the various ways Netcat has been used to provide malicious, unauthorized access to their targets. By walking through these methods used to set up backdoor access and circumvent protection mechanisms through the use of Netcat, we can understand how malicious hackers obtain and maintain illegal access. Embrace the dark side of Netcat, so that you may do good deeds later.
* Transfer Files Using Netcat The flexability and simple operation allows Netcat to fill a niche when it comes to moving a file or files in a quick and easy fashion. Encryption is provided via several different avenues including integrated support on some of the more modern Netcat variants, tunneling via third-party tools, or operating system integrated IPsec policies.
* Troubleshoot Your Network with Netcat Examine remote systems using Netat’s scanning ability. Test open ports to see if they really are active and see what protocls are on those ports. Communicate with different applications to determine what problems might exist, and gain insight into how to solve these problems.
* Sniff Traffic within a System Use Netcat as a sniffer within a system to collect incoming and outgoing data. Set up Netcat to listen at ports higher than 1023 (the well-known ports), so you can use Netcat even as a normal user.

* Comprehensive introduction to the #4 most popular open source security tool available
* Tips and tricks on the legitimate uses of Netcat
* Detailed information on its nefarious purposes
* Demystifies security issues surrounding Netcat
* Case studies featuring dozens of ways to use Netcat in daily tasks

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Penetration Tester’s Open Source Toolkit, Vol. 2

Penetration Tester's Open Source Toolkit, Vol. 2Penetration testing a network requires a delicate balance of art and science. A penetration tester must be creative enough to think outside of the box to determine the best attack vector into his own network, and also be expert in using the literally hundreds of tools required to execute the plan. This second volume adds over 300 new pentesting applications included with BackTrack 2 to the pen tester’s toolkit. It includes the latest information on Snort, Nessus, Wireshark, Metasploit, Kismet and all of the other major Open Source platforms.

. Perform Network Reconnaissance
Master the objectives, methodology, and tools of the least understood aspect of a penetration test.
. Demystify Enumeration and Scanning
Identify the purpose and type of the target systems, obtain specific information about the versions of the services that are running on the systems, and list the targets and services.
. Hack Database Services
Understand and identify common database service vulnerabilities, discover database services, attack database authentication mechanisms, analyze the contents of the database, and use the database to obtain access to the host operating system.
. Test Web Servers and Applications
Compromise the Web server due to vulnerabilities on the server daemon itself, its unhardened state, or vulnerabilities within the Web applications.
. Test Wireless Networks and Devices
Understand WLAN vulnerabilities, attack WLAN encryption, master information gathering tools, and deploy exploitation tools.
. Examine Vulnerabilities on Network Routers and Switches
Use Traceroute, Nmap, ike-scan, Cisco Torch, Finger, Nessus, onesixtyone, Hydra, Ettercap, and more to attack your network devices.
. Customize BackTrack 2
Torque BackTrack 2 for your specialized needs through module management, unique hard drive installations, and USB installations.
. Perform Forensic Discovery and Analysis with BackTrack 2
Use BackTrack in the field for forensic analysis, image acquisition, and file carving.
. Build Your Own PenTesting Lab
Everything you need to build your own fully functional attack lab.

Price: $59.95

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