Research Article

Binary Black-Box Adversarial Attacks with Evolutionary Learning against IoT Malware Detection

Table 2

The performance comparison of adversarial samples generated by different methods.

Attack methodsEvaluation metrics
Average time

Our method100%97.5%24.5 s
DQEAF76%94.3%60 s
Aut.68%95.6%42.5 s