Malware analysis can be based on static or dynamic analysis. Static analysis includes signature-based detection and other forms of analysis rely only on features that can be extracted without code execution or emulation. In contrast, dynamic analysis depends on features extracted at runtime (or via emulation) such as API calls, patterns of memory access, and so on. Dynamic analysis can be more informative and is generally more robust, but static analysis is typically more efficient. In this research, we implement, test, and analyze malware scores based on image processing. Previous work has shown that useful malware scores can be obtained when binaries are treated as images. We test a wide variety of image processing techniques and machine ...
There are two main components of malware analysis. One is static malware analysis and the other is d...
Cavazos, JohnThe malware threat landscape is constantly evolving, with upwards of one million new va...
There exists a never-ending “arms race” between malware analysts and adversarial malicious code deve...
Malware analysis can be based on static or dynamic analysis. Static analysis includes signature-base...
Well-designed malware can evade static detection techniques, such as signature scanning. Dynamic ana...
In this research, we explore the field of dynamic analysis which has shown promis- ing results in th...
Malware could be developed and transformed into various forms to deceive users and evade antivirus a...
Malicious software poses a serious threat to the cybersecurity of network infrastructures and is a g...
AbstractThe number of malware is increasing rapidly regardless of the common use of anti-malware sof...
Static analysis relies on features extracted without executing code, while dynamic analysis extracts...
Based on the latest statistics, we can see a significant increase in the amount of malware on the ma...
none3noThe continued growth in number and complexity of malware is a well established fact. Malware...
Malware is software that enables adversaries to execute their goals by affecting their target device...
Dynamic malware analysis is fast gaining popularity over static analysis since it is not easily defe...
Today, computer systems are widely and importantly used throughout society, and malicious codes to t...
There are two main components of malware analysis. One is static malware analysis and the other is d...
Cavazos, JohnThe malware threat landscape is constantly evolving, with upwards of one million new va...
There exists a never-ending “arms race” between malware analysts and adversarial malicious code deve...
Malware analysis can be based on static or dynamic analysis. Static analysis includes signature-base...
Well-designed malware can evade static detection techniques, such as signature scanning. Dynamic ana...
In this research, we explore the field of dynamic analysis which has shown promis- ing results in th...
Malware could be developed and transformed into various forms to deceive users and evade antivirus a...
Malicious software poses a serious threat to the cybersecurity of network infrastructures and is a g...
AbstractThe number of malware is increasing rapidly regardless of the common use of anti-malware sof...
Static analysis relies on features extracted without executing code, while dynamic analysis extracts...
Based on the latest statistics, we can see a significant increase in the amount of malware on the ma...
none3noThe continued growth in number and complexity of malware is a well established fact. Malware...
Malware is software that enables adversaries to execute their goals by affecting their target device...
Dynamic malware analysis is fast gaining popularity over static analysis since it is not easily defe...
Today, computer systems are widely and importantly used throughout society, and malicious codes to t...
There are two main components of malware analysis. One is static malware analysis and the other is d...
Cavazos, JohnThe malware threat landscape is constantly evolving, with upwards of one million new va...
There exists a never-ending “arms race” between malware analysts and adversarial malicious code deve...