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Cybersecurity

Table 5 The Attack Evasiveness against Dynamic Detection

From: DeepMal: maliciousness-Preserving adversarial instruction learning against static malware detection

Detectors

Evasion Rate

 

Kaggle data

Phd-data

Cuckoo Sandbox

56.32%(8.320%)

48.61%(10.18%)

VirusTotal Sandbox

32.56%(5.640%)

38.83%(7.526%)

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