Malware Analysis Techniques

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Malware Analysis Techniques

Dylan Barker
Malware Analysis Techniques Book PDF

Author : Dylan Barker
Publisher : Packt Publishing Ltd
Page : 282 pages
File Size : 40,5 Mb
Release : 2021-06-18
Category : Computers
ISBN : 9781839210068

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Malware Analysis Techniques by Dylan Barker Pdf

Analyze malicious samples, write reports, and use industry-standard methodologies to confidently triage and analyze adversarial software and malware Key FeaturesInvestigate, detect, and respond to various types of malware threatUnderstand how to use what you've learned as an analyst to produce actionable IOCs and reportingExplore complete solutions, detailed walkthroughs, and case studies of real-world malware samplesBook Description Malicious software poses a threat to every enterprise globally. Its growth is costing businesses millions of dollars due to currency theft as a result of ransomware and lost productivity. With this book, you'll learn how to quickly triage, identify, attribute, and remediate threats using proven analysis techniques. Malware Analysis Techniques begins with an overview of the nature of malware, the current threat landscape, and its impact on businesses. Once you've covered the basics of malware, you'll move on to discover more about the technical nature of malicious software, including static characteristics and dynamic attack methods within the MITRE ATT&CK framework. You'll also find out how to perform practical malware analysis by applying all that you've learned to attribute the malware to a specific threat and weaponize the adversary's indicators of compromise (IOCs) and methodology against them to prevent them from attacking. Finally, you'll get to grips with common tooling utilized by professional malware analysts and understand the basics of reverse engineering with the NSA's Ghidra platform. By the end of this malware analysis book, you'll be able to perform in-depth static and dynamic analysis and automate key tasks for improved defense against attacks. What you will learnDiscover how to maintain a safe analysis environment for malware samplesGet to grips with static and dynamic analysis techniques for collecting IOCsReverse-engineer and debug malware to understand its purposeDevelop a well-polished workflow for malware analysisUnderstand when and where to implement automation to react quickly to threatsPerform malware analysis tasks such as code analysis and API inspectionWho this book is for This book is for incident response professionals, malware analysts, and researchers who want to sharpen their skillset or are looking for a reference for common static and dynamic analysis techniques. Beginners will also find this book useful to get started with learning about malware analysis. Basic knowledge of command-line interfaces, familiarity with Windows and Unix-like filesystems and registries, and experience in scripting languages such as PowerShell, Python, or Ruby will assist with understanding the concepts covered.

Practical Malware Analysis

Michael Sikorski,Andrew Honig
Practical Malware Analysis Book PDF

Author : Michael Sikorski,Andrew Honig
Publisher : No Starch Press
Page : 802 pages
File Size : 54,6 Mb
Release : 2012-02-01
Category : Computers
ISBN : 9781593272906

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Practical Malware Analysis by Michael Sikorski,Andrew Honig Pdf

Malware analysis is big business, and attacks can cost a company dearly. When malware breaches your defenses, you need to act quickly to cure current infections and prevent future ones from occurring. For those who want to stay ahead of the latest malware, Practical Malware Analysis will teach you the tools and techniques used by professional analysts. With this book as your guide, you'll be able to safely analyze, debug, and disassemble any malicious software that comes your way. You'll learn how to: –Set up a safe virtual environment to analyze malware –Quickly extract network signatures and host-based indicators –Use key analysis tools like IDA Pro, OllyDbg, and WinDbg –Overcome malware tricks like obfuscation, anti-disassembly, anti-debugging, and anti-virtual machine techniques –Use your newfound knowledge of Windows internals for malware analysis –Develop a methodology for unpacking malware and get practical experience with five of the most popular packers –Analyze special cases of malware with shellcode, C++, and 64-bit code Hands-on labs throughout the book challenge you to practice and synthesize your skills as you dissect real malware samples, and pages of detailed dissections offer an over-the-shoulder look at how the pros do it. You'll learn how to crack open malware to see how it really works, determine what damage it has done, thoroughly clean your network, and ensure that the malware never comes back. Malware analysis is a cat-and-mouse game with rules that are constantly changing, so make sure you have the fundamentals. Whether you're tasked with securing one network or a thousand networks, or you're making a living as a malware analyst, you'll find what you need to succeed in Practical Malware Analysis.

Mastering Malware Analysis

Alexey Kleymenov,Amr Thabet
Mastering Malware Analysis Book PDF

Author : Alexey Kleymenov,Amr Thabet
Publisher : Packt Publishing Ltd
Page : 547 pages
File Size : 51,9 Mb
Release : 2019-06-06
Category : Computers
ISBN : 9781789614879

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Mastering Malware Analysis by Alexey Kleymenov,Amr Thabet Pdf

Master malware analysis to protect your systems from getting infected Key FeaturesSet up and model solutions, investigate malware, and prevent it from occurring in futureLearn core concepts of dynamic malware analysis, memory forensics, decryption, and much moreA practical guide to developing innovative solutions to numerous malware incidentsBook Description With the ever-growing proliferation of technology, the risk of encountering malicious code or malware has also increased. Malware analysis has become one of the most trending topics in businesses in recent years due to multiple prominent ransomware attacks. Mastering Malware Analysis explains the universal patterns behind different malicious software types and how to analyze them using a variety of approaches. You will learn how to examine malware code and determine the damage it can possibly cause to your systems to ensure that it won't propagate any further. Moving forward, you will cover all aspects of malware analysis for the Windows platform in detail. Next, you will get to grips with obfuscation and anti-disassembly, anti-debugging, as well as anti-virtual machine techniques. This book will help you deal with modern cross-platform malware. Throughout the course of this book, you will explore real-world examples of static and dynamic malware analysis, unpacking and decrypting, and rootkit detection. Finally, this book will help you strengthen your defenses and prevent malware breaches for IoT devices and mobile platforms. By the end of this book, you will have learned to effectively analyze, investigate, and build innovative solutions to handle any malware incidents. What you will learnExplore widely used assembly languages to strengthen your reverse-engineering skillsMaster different executable file formats, programming languages, and relevant APIs used by attackersPerform static and dynamic analysis for multiple platforms and file typesGet to grips with handling sophisticated malware casesUnderstand real advanced attacks, covering all stages from infiltration to hacking the systemLearn to bypass anti-reverse engineering techniquesWho this book is for If you are an IT security administrator, forensic analyst, or malware researcher looking to secure against malicious software or investigate malicious code, this book is for you. Prior programming experience and a fair understanding of malware attacks and investigation is expected.

Learning Malware Analysis

Monnappa K A
Learning Malware Analysis Book PDF

Author : Monnappa K A
Publisher : Packt Publishing Ltd
Page : 500 pages
File Size : 42,5 Mb
Release : 2018-06-29
Category : Computers
ISBN : 9781788397520

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Learning Malware Analysis by Monnappa K A Pdf

Understand malware analysis and its practical implementation Key Features Explore the key concepts of malware analysis and memory forensics using real-world examples Learn the art of detecting, analyzing, and investigating malware threats Understand adversary tactics and techniques Book Description Malware analysis and memory forensics are powerful analysis and investigation techniques used in reverse engineering, digital forensics, and incident response. With adversaries becoming sophisticated and carrying out advanced malware attacks on critical infrastructures, data centers, and private and public organizations, detecting, responding to, and investigating such intrusions is critical to information security professionals. Malware analysis and memory forensics have become must-have skills to fight advanced malware, targeted attacks, and security breaches. This book teaches you the concepts, techniques, and tools to understand the behavior and characteristics of malware through malware analysis. It also teaches you techniques to investigate and hunt malware using memory forensics. This book introduces you to the basics of malware analysis, and then gradually progresses into the more advanced concepts of code analysis and memory forensics. It uses real-world malware samples, infected memory images, and visual diagrams to help you gain a better understanding of the subject and to equip you with the skills required to analyze, investigate, and respond to malware-related incidents. What you will learn Create a safe and isolated lab environment for malware analysis Extract the metadata associated with malware Determine malware's interaction with the system Perform code analysis using IDA Pro and x64dbg Reverse-engineer various malware functionalities Reverse engineer and decode common encoding/encryption algorithms Reverse-engineer malware code injection and hooking techniques Investigate and hunt malware using memory forensics Who this book is for This book is for incident responders, cyber-security investigators, system administrators, malware analyst, forensic practitioners, student, or curious security professionals interested in learning malware analysis and memory forensics. Knowledge of programming languages such as C and Python is helpful but is not mandatory. If you have written few lines of code and have a basic understanding of programming concepts, you’ll be able to get most out of this book.

Malware Analysis Using Artificial Intelligence and Deep Learning

Mark Stamp,Mamoun Alazab,Andrii Shalaginov
Malware Analysis Using Artificial Intelligence and Deep Learning Book PDF

Author : Mark Stamp,Mamoun Alazab,Andrii Shalaginov
Publisher : Springer Nature
Page : 651 pages
File Size : 49,7 Mb
Release : 2020-12-20
Category : Computers
ISBN : 9783030625825

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Malware Analysis Using Artificial Intelligence and Deep Learning by Mark Stamp,Mamoun Alazab,Andrii Shalaginov Pdf

​This book is focused on the use of deep learning (DL) and artificial intelligence (AI) as tools to advance the fields of malware detection and analysis. The individual chapters of the book deal with a wide variety of state-of-the-art AI and DL techniques, which are applied to a number of challenging malware-related problems. DL and AI based approaches to malware detection and analysis are largely data driven and hence minimal expert domain knowledge of malware is needed. This book fills a gap between the emerging fields of DL/AI and malware analysis. It covers a broad range of modern and practical DL and AI techniques, including frameworks and development tools enabling the audience to innovate with cutting-edge research advancements in a multitude of malware (and closely related) use cases.

Malware Analyst's Cookbook and DVD

Michael Ligh,Steven Adair,Blake Hartstein,Matthew Richard
Malware Analyst s Cookbook and DVD Book PDF

Author : Michael Ligh,Steven Adair,Blake Hartstein,Matthew Richard
Publisher : John Wiley & Sons
Page : 744 pages
File Size : 47,9 Mb
Release : 2010-09-29
Category : Computers
ISBN : 1118003365

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Malware Analyst's Cookbook and DVD by Michael Ligh,Steven Adair,Blake Hartstein,Matthew Richard Pdf

A computer forensics "how-to" for fighting malicious code andanalyzing incidents With our ever-increasing reliance on computers comes anever-growing risk of malware. Security professionals will findplenty of solutions in this book to the problems posed by viruses,Trojan horses, worms, spyware, rootkits, adware, and other invasivesoftware. Written by well-known malware experts, this guide revealssolutions to numerous problems and includes a DVD of customprograms and tools that illustrate the concepts, enhancing yourskills. Security professionals face a constant battle against malicioussoftware; this practical manual will improve your analyticalcapabilities and provide dozens of valuable and innovativesolutions Covers classifying malware, packing and unpacking, dynamicmalware analysis, decoding and decrypting, rootkit detection,memory forensics, open source malware research, and much more Includes generous amounts of source code in C, Python, and Perlto extend your favorite tools or build new ones, and customprograms on the DVD to demonstrate the solutions Malware Analyst's Cookbook is indispensible to ITsecurity administrators, incident responders, forensic analysts,and malware researchers.

Malware Analysis and Detection Engineering

Abhijit Mohanta,Anoop Saldanha
Malware Analysis and Detection Engineering Book PDF

Author : Abhijit Mohanta,Anoop Saldanha
Publisher : Apress
Page : 780 pages
File Size : 50,8 Mb
Release : 2020-11-05
Category : Computers
ISBN : 1484261925

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Malware Analysis and Detection Engineering by Abhijit Mohanta,Anoop Saldanha Pdf

Discover how the internals of malware work and how you can analyze and detect it. You will learn not only how to analyze and reverse malware, but also how to classify and categorize it, giving you insight into the intent of the malware. Malware Analysis and Detection Engineering is a one-stop guide to malware analysis that simplifies the topic by teaching you undocumented tricks used by analysts in the industry. You will be able to extend your expertise to analyze and reverse the challenges that malicious software throws at you. The book starts with an introduction to malware analysis and reverse engineering to provide insight on the different types of malware and also the terminology used in the anti-malware industry. You will know how to set up an isolated lab environment to safely execute and analyze malware. You will learn about malware packing, code injection, and process hollowing plus how to analyze, reverse, classify, and categorize malware using static and dynamic tools. You will be able to automate your malware analysis process by exploring detection tools to modify and trace malware programs, including sandboxes, IDS/IPS, anti-virus, and Windows binary instrumentation. The book provides comprehensive content in combination with hands-on exercises to help you dig into the details of malware dissection, giving you the confidence to tackle malware that enters your environment. What You Will Learn Analyze, dissect, reverse engineer, and classify malware Effectively handle malware with custom packers and compilers Unpack complex malware to locate vital malware components and decipher their intent Use various static and dynamic malware analysis tools Leverage the internals of various detection engineering tools to improve your workflow Write Snort rules and learn to use them with Suricata IDS Who This Book Is For Security professionals, malware analysts, SOC analysts, incident responders, detection engineers, reverse engineers, and network security engineers "This book is a beast! If you're looking to master the ever-widening field of malware analysis, look no further. This is the definitive guide for you." Pedram Amini, CTO Inquest; Founder OpenRCE.org and ZeroDayInitiative

Malware Data Science

Joshua Saxe,Hillary Sanders
Malware Data Science Book PDF

Author : Joshua Saxe,Hillary Sanders
Publisher : No Starch Press
Page : 274 pages
File Size : 55,7 Mb
Release : 2018-09-25
Category : Computers
ISBN : 9781593278595

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Malware Data Science by Joshua Saxe,Hillary Sanders Pdf

Malware Data Science explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization. Security has become a "big data" problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you'll need to know how to think like a data scientist. In Malware Data Science, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualization, and shows you how to apply these methods to malware detection and analysis. You'll learn how to: - Analyze malware using static analysis - Observe malware behavior using dynamic analysis - Identify adversary groups through shared code analysis - Catch 0-day vulnerabilities by building your own machine learning detector - Measure malware detector accuracy - Identify malware campaigns, trends, and relationships through data visualization Whether you're a malware analyst looking to add skills to your existing arsenal, or a data scientist interested in attack detection and threat intelligence, Malware Data Science will help you stay ahead of the curve.

Automatic Malware Analysis

Heng Yin,Dawn Song
Automatic Malware Analysis Book PDF

Author : Heng Yin,Dawn Song
Publisher : Springer Science & Business Media
Page : 83 pages
File Size : 46,7 Mb
Release : 2012-09-14
Category : Computers
ISBN : 9781461455226

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Automatic Malware Analysis by Heng Yin,Dawn Song Pdf

Malicious software (i.e., malware) has become a severe threat to interconnected computer systems for decades and has caused billions of dollars damages each year. A large volume of new malware samples are discovered daily. Even worse, malware is rapidly evolving becoming more sophisticated and evasive to strike against current malware analysis and defense systems. Automatic Malware Analysis presents a virtualized malware analysis framework that addresses common challenges in malware analysis. In regards to this new analysis framework, a series of analysis techniques for automatic malware analysis is developed. These techniques capture intrinsic characteristics of malware, and are well suited for dealing with new malware samples and attack mechanisms.

Data Mining Tools for Malware Detection

Mehedy Masud,Latifur Khan,Bhavani Thuraisingham
Data Mining Tools for Malware Detection Book PDF

Author : Mehedy Masud,Latifur Khan,Bhavani Thuraisingham
Publisher : CRC Press
Page : 450 pages
File Size : 42,9 Mb
Release : 2016-04-19
Category : Computers
ISBN : 9781439854556

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Data Mining Tools for Malware Detection by Mehedy Masud,Latifur Khan,Bhavani Thuraisingham Pdf

Although the use of data mining for security and malware detection is quickly on the rise, most books on the subject provide high-level theoretical discussions to the near exclusion of the practical aspects. Breaking the mold, Data Mining Tools for Malware Detection provides a step-by-step breakdown of how to develop data mining tools for malware d

Android Malware and Analysis

Ken Dunham,Shane Hartman,Manu Quintans,Jose Andre Morales,Tim Strazzere
Android Malware and Analysis Book PDF

Author : Ken Dunham,Shane Hartman,Manu Quintans,Jose Andre Morales,Tim Strazzere
Publisher : CRC Press
Page : 232 pages
File Size : 42,5 Mb
Release : 2014-10-24
Category : Computers
ISBN : 9781482252200

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Android Malware and Analysis by Ken Dunham,Shane Hartman,Manu Quintans,Jose Andre Morales,Tim Strazzere Pdf

The rapid growth and development of Android-based devices has resulted in a wealth of sensitive information on mobile devices that offer minimal malware protection. This has created an immediate need for security professionals that understand how to best approach the subject of Android malware threats and analysis.In Android Malware and Analysis, K

Malware Detection

Mihai Christodorescu,Somesh Jha,Douglas Maughan,Dawn Song,Cliff Wang
Malware Detection Book PDF

Author : Mihai Christodorescu,Somesh Jha,Douglas Maughan,Dawn Song,Cliff Wang
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 40,6 Mb
Release : 2007-03-06
Category : Computers
ISBN : 9780387445991

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Malware Detection by Mihai Christodorescu,Somesh Jha,Douglas Maughan,Dawn Song,Cliff Wang Pdf

This book captures the state of the art research in the area of malicious code detection, prevention and mitigation. It contains cutting-edge behavior-based techniques to analyze and detect obfuscated malware. The book analyzes current trends in malware activity online, including botnets and malicious code for profit, and it proposes effective models for detection and prevention of attacks using. Furthermore, the book introduces novel techniques for creating services that protect their own integrity and safety, plus the data they manage.

Antivirus Bypass Techniques

Nir Yehoshua,Uriel Kosayev
Antivirus Bypass Techniques Book PDF

Author : Nir Yehoshua,Uriel Kosayev
Publisher : Packt Publishing Ltd
Page : 242 pages
File Size : 42,7 Mb
Release : 2021-07-16
Category : Computers
ISBN : 9781801075602

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Antivirus Bypass Techniques by Nir Yehoshua,Uriel Kosayev Pdf

Develop more secure and effective antivirus solutions by leveraging antivirus bypass techniques Key FeaturesGain a clear understanding of the security landscape and research approaches to bypass antivirus softwareBecome well-versed with practical techniques to bypass antivirus solutionsDiscover best practices to develop robust antivirus solutionsBook Description Antivirus software is built to detect, prevent, and remove malware from systems, but this does not guarantee the security of your antivirus solution as certain changes can trick the antivirus and pose a risk for users. This book will help you to gain a basic understanding of antivirus software and take you through a series of antivirus bypass techniques that will enable you to bypass antivirus solutions. The book starts by introducing you to the cybersecurity landscape, focusing on cyber threats, malware, and more. You will learn how to collect leads to research antivirus and explore the two common bypass approaches used by the authors. Once you've covered the essentials of antivirus research and bypassing, you'll get hands-on with bypassing antivirus software using obfuscation, encryption, packing, PowerShell, and more. Toward the end, the book covers security improvement recommendations, useful for both antivirus vendors as well as for developers to help strengthen the security and malware detection capabilities of antivirus software. By the end of this security book, you'll have a better understanding of antivirus software and be able to confidently bypass antivirus software. What you will learnExplore the security landscape and get to grips with the fundamentals of antivirus softwareDiscover how to gather AV bypass research leads using malware analysis toolsUnderstand the two commonly used antivirus bypass approachesFind out how to bypass static and dynamic antivirus enginesUnderstand and implement bypass techniques in real-world scenariosLeverage best practices and recommendations for implementing antivirus solutionsWho this book is for This book is for security researchers, malware analysts, reverse engineers, pentesters, antivirus vendors looking to strengthen their detection capabilities, antivirus users and companies that want to test and evaluate their antivirus software, organizations that want to test and evaluate antivirus software before purchase or acquisition, and tech-savvy individuals who want to learn new topics.

Cuckoo Malware Analysis

Digit Oktavianto,Iqbal Muhardianto
Cuckoo Malware Analysis Book PDF

Author : Digit Oktavianto,Iqbal Muhardianto
Publisher : Packt Publishing Ltd
Page : 201 pages
File Size : 46,8 Mb
Release : 2013-10-16
Category : Computers
ISBN : 9781782169246

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Cuckoo Malware Analysis by Digit Oktavianto,Iqbal Muhardianto Pdf

This book is a step-by-step, practical tutorial for analyzing and detecting malware and performing digital investigations. This book features clear and concise guidance in an easily accessible format.Cuckoo Malware Analysis is great for anyone who wants to analyze malware through programming, networking, disassembling, forensics, and virtualization. Whether you are new to malware analysis or have some experience, this book will help you get started with Cuckoo Sandbox so you can start analysing malware effectively and efficiently.

Recent Trends in Computer Networks and Distributed Systems Security

Gregorio Martinez Perez,Sabu M. Thampi,Ryan Ko,Lei Shu
Recent Trends in Computer Networks and Distributed Systems Security Book PDF

Author : Gregorio Martinez Perez,Sabu M. Thampi,Ryan Ko,Lei Shu
Publisher : Springer
Page : 564 pages
File Size : 40,8 Mb
Release : 2014-02-07
Category : Computers
ISBN : 9783642545252

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Recent Trends in Computer Networks and Distributed Systems Security by Gregorio Martinez Perez,Sabu M. Thampi,Ryan Ko,Lei Shu Pdf

This book constitutes the refereed proceedings of the Second International Conference on Security in Computer Networks and Distributed Systems, SNDS 2014, held in Trivandrum, India, in March 2014. The 32 revised full papers presented together with 9 short papers and 8 workshop papers were carefully reviewed and selected from 129 submissions. The papers are organized in topical sections on security and privacy in networked systems; multimedia security; cryptosystems, algorithms, primitives; system and network security; short papers. The workshop papers were presented at the following workshops: Second International Workshop on Security in Self-Organising Networks (Self Net 2014); Workshop on Multidisciplinary Perspectives in Cryptology and Information Security (CIS 2014); Second International Workshop on Trust and Privacy in Cyberspace (Cyber Trust 2014).