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An inside look into the practice of malware analysis
Malware analysis aims to understand how malicious software carries out actions necessary
for a successful attack and identify the possible impacts of the attack. While there has been …
for a successful attack and identify the possible impacts of the attack. While there has been …
Firma: Malware clustering and network signature generation with mixed network behaviors
The ever-increasing number of malware families and polymorphic variants creates a
pressing need for automatic tools to cluster the collected malware into families and generate …
pressing need for automatic tools to cluster the collected malware into families and generate …
A survey of machine learning methods and challenges for windows malware classification
Malware classification is a difficult problem, to which machine learning methods have been
applied for decades. Yet progress has often been slow, in part due to a number of unique …
applied for decades. Yet progress has often been slow, in part due to a number of unique …
Challenges and pitfalls in malware research
As the malware research field became more established over the last two decades, new
research questions arose, such as how to make malware research reproducible, how to …
research questions arose, such as how to make malware research reproducible, how to …
A comparison of machine learning approaches to detect botnet traffic
During the past decade, botnets have become one of the most significant threats in the field
of network security. A botnet attack typically works by infecting a device with malware and …
of network security. A botnet attack typically works by infecting a device with malware and …
Discovering similar malware samples using API call topics
A Fu**o, J Murakami, T Mori - 2015 12th annual IEEE …, 2015 - ieeexplore.ieee.org
To automate malware analysis, dynamic malware analysis systems have attracted
increasing attention from both the industry and research communities. Of the various logs …
increasing attention from both the industry and research communities. Of the various logs …
GoldenEye: Efficiently and Effectively Unveiling Malware's Targeted Environment
A critical challenge when combating malware threat is how to efficiently and effectively
identify the targeted victim's environment, given an unknown malware sample …
identify the targeted victim's environment, given an unknown malware sample …
Reliable and trustworthy memory acquisition on smartphones
H Sun, K Sun, Y Wang, J **g - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
With the wide usage of smartphones in our daily life, new malware is emerging to
compromise the mobile OS and then steal or manipulate sensitive data from mobile …
compromise the mobile OS and then steal or manipulate sensitive data from mobile …
Assurance of security rules in a network
(Continued) Primary Examiner Kari L Schmidt (74) Attorney, Agent, or Firm-Polsinelli PC
(57) ABSTRACT Systems, methods, and computer-readable media for assur ance of rules in …
(57) ABSTRACT Systems, methods, and computer-readable media for assur ance of rules in …
Towards the detection of isolation-aware malware
RJ Rodriguez, IR Gaston… - IEEE Latin America …, 2016 - ieeexplore.ieee.org
Malware analysis tools have evolved in the last years providing tightly controlled sandbox
and virtualised environments where malware is analysed minimising potential harmful …
and virtualised environments where malware is analysed minimising potential harmful …