Analysis of API calls with ’A’ and ’W’ suffixes used in parent and child processes for ransomware detection

In recent years, the impact of ransomware attacks has been increasing. Consequently, numerous studies on ran-somware detection have been conducted. These studies often focus on the API calls used by ransomware. Ransomware frequently generates multiple child processes to conceal malicious behaviors such as file encryption. However, existing research does not focus on the characteristics of child and parent processes. In this paper, we analyze the number of processes generated by ransomware and benign software as well as the Windows API calls of each processes. As the result of our analysis, we found that ransomware exhibits specific characteristics in API calls with ’A’ and ’W’ suffixes used in parent and child processes, which differ from those in benign software. Thus, we attempt to detect ransomware by using these characteristics of parent and child processes. Our results confirm that the characteristics of parent and child processes are effective for ransomware detection.

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Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/candar64496.2024.00029
Primary Topic
Advanced Malware Detection Techniques
Type
article
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article

Analysis of API calls with ’A’ and ’W’ suffixes used in parent and child processes for ransomware detection

Masayuki Higashino, Takao Kawamura, Keníchi Takahashi, Yoshiki Matsuda
Advanced Malware Detection Techniques
article

Analysis of API calls with ’A’ and ’W’ suffixes used in parent and child processes for ransomware detection

Masayuki Higashino, Takao Kawamura, Keníchi Takahashi, Yoshiki Matsuda
article en

Abstract

In recent years, the impact of ransomware attacks has been increasing. Consequently, numerous studies on ran-somware detection have been conducted. These studies often focus on the API calls used by ransomware. Ransomware frequently generates multiple child processes to conceal malicious behaviors such as file encryption. However, existing research does not focus on the characteristics of child and parent processes. In this paper, we analyze the number of processes generated by ransomware and benign software as well as the Windows API calls of each processes. As the result of our analysis, we found that ransomware exhibits specific characteristics in API calls with ’A’ and ’W’ suffixes used in parent and child processes, which differ from those in benign software. Thus, we attempt to detect ransomware by using these characteristics of parent and child processes. Our results confirm that the characteristics of parent and child processes are effective for ransomware detection.

Tottori University (JP)
Openalex Percentile: Top 73%
Advanced Malware Detection Techniques
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