Table 2 Distribution of data: a detailed breakdown by classification type and malware families
Dataset | Binary class with counts | Malware category with counts (4 class) | Malware families with counts (16 class) |
|---|---|---|---|
Obfuscated-MalMem2022 | Benign (29,298) (50%) | Benign (29,298) (50%) | Benign (29,298) (50%) |
Malware (29,298) (50%) | Ransomware (9791) (16.71%) | Shade (2128) (3.63%) | |
Ako (2000) (3.41%) | |||
Conti (1988) (3.39%) | |||
Maze (1958) (3.35%) | |||
Pysa (1717) (2.93%) | |||
Spyware (10,020) (17.10%) | Transponder (2410) (4.11%) | ||
Gator (2200) (3.75%) | |||
180Solutions (2000) (3.41%) | |||
Coolwebsearch (2000) (3.41%) | |||
TIBS (1410) (2.41%) | |||
Trojan Horse (9487) (16.19%) | Refroso (2000) (3.41%) | ||
Scar (2000) (3.41%) | |||
Emotet (1967) (3.36%) | |||
Zeus (1950) (3.33%) | |||
Reconyc (1570) (2.68%) |