GAME-RL: Generating Adversarial Malware Examples Against API Call Based Detection via Reinforcement Learning

The adversarial example presents new security threats to trustworthy detection systems. In the context of evading dynamic detection based on API call sequences, a practical approach involves inserting perturbing API calls to modify these sequences. The type of inserted API calls and their insertion...

Ausführliche Beschreibung