Automatic Malware AnalysisAutomatic Malware Analysis

Automatic Malware Analysis
Author : Heng Yin
Publisher : Springer Science & Business Media
Total Pages : 73
Release : 2012-09-14
ISBN 10 : 9781461455226
ISBN 13 : 1461455227
Language : EN, FR, DE, ES & NL

Automatic Malware Analysis Book Description:

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.

Automatic Malware Analysis
Language: en
Pages: 73
Authors: Heng Yin
Categories: Computers
Type: BOOK - Published: 2012-09-14 - Publisher: Springer Science & Business Media

Malicious software (i.e., malware) has become a severe threat to interconnected computer systems for decades and has caused billions of dollars damages each yea
Malware Analysis Using Artificial Intelligence and Deep Learning
Language: en
Pages: 651
Authors: Mark Stamp
Categories: Computers
Type: BOOK - Published: 2020-12-20 - Publisher: Springer Nature

‚ÄčThis 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
Mastering Malware Analysis
Language: en
Pages: 562
Authors: Alexey Kleymenov
Categories: Computers
Type: BOOK - Published: 2019-06-06 - Publisher: Packt Publishing Ltd

Malware analysis is a powerful investigation technique widely used in various security areas including digital forensics and incident response processes. Workin
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Language: en
Pages:
Authors: Matthew S. Webb
Categories:
Type: BOOK - Published: 2018 - Publisher:

Since 2014 there have been over 120 million new malicious programs registered every year. Due to the amount of new malware appearing every year, analysts have a
Android Malware Detection using Machine Learning
Language: en
Pages: 202
Authors: ElMouatez Billah Karbab
Categories: Computers
Type: BOOK - Published: 2021-07-10 - Publisher: Springer Nature

The authors develop a malware fingerprinting framework to cover accurate android malware detection and family attribution in this book. The authors emphasize th
Practical Malware Analysis
Language: en
Pages: 800
Authors: Michael Sikorski
Categories: Computers
Type: BOOK - Published: 2012-02-01 - Publisher: No Starch Press

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
Convergence and Hybrid Information Technology
Language: en
Pages: 679
Authors: Geuk Lee
Categories: Computers
Type: BOOK - Published: 2011-09-22 - Publisher: Springer

This book constitutes the refereed proceedings of the 5th International Conference on Convergence and Hybrid Information Technology, ICHIT 2011, held in Daejeon
Network Intrusion Detection using Deep Learning
Language: en
Pages: 79
Authors: Kwangjo Kim
Categories: Computers
Type: BOOK - Published: 2018-09-25 - Publisher: Springer

This book presents recent advances in intrusion detection systems (IDSs) using state-of-the-art deep learning methods. It also provides a systematic overview of
Information Science and Applications 2017
Language: en
Pages: 838
Authors: Kuinam Kim
Categories: Technology & Engineering
Type: BOOK - Published: 2017-03-16 - Publisher: Springer

This book contains selected papers from the 8th International Conference on Information Science and Applications (ICISA 2017) and provides a snapshot of the lat
Knowledge Engineering and Management
Language: en
Pages: 720
Authors: Fuchun Sun
Categories: Technology & Engineering
Type: BOOK - Published: 2013-07-24 - Publisher: Springer Science & Business Media

These proceedings present technical papers selected from the 2012 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2012), held on