A real-time and adaptive-learning malware detection method based on api-pair graph

HIGHLIGHTS

  • who: . et al. from the School of Information Science and Engineering, Lanzhou University, Lanzhou, China have published the research: A Real-Time and Adaptive-Learning Malware Detection Method Based on API-Pair Graph, in the Journal: (JOURNAL)
  • what: The model was tested with several adversarial samples to validate the robustness of the model against evasion attacks; the result presented that the model could retain the accuracy above 96% when meeting adversarial attacks. The reason for the model had a better performance in these indexes is the weight of the data would be updated adaptively with . . .

     

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