首页>
外国专利>
METHODS AND APPARATUS TO PERFORM MALWARE DETECTION USING A GENERATIVE ADVERSARIAL NETWORK
METHODS AND APPARATUS TO PERFORM MALWARE DETECTION USING A GENERATIVE ADVERSARIAL NETWORK
展开▼
机译:使用生成的对抗性网络执行恶意软件检测的方法和装置
展开▼
页面导航
摘要
著录项
相似文献
摘要
Methods, apparatus, systems and articles of manufacture are disclosed to perform malware detection using a generative adversarial network. An example apparatus includes a first encoder network to encode an input sample into a first encoded sample, the first encoder network implemented using a multilayer perception (MLP) network, a generator network to reconstruct the first encoded sample to generate a reconstructed sample, a discriminator network to, in response to obtaining the first encoded sample and the reconstructed sample, generate a loss function based on the reconstructed sample and the input sample, and an optimization processor to, when the loss function satisfies a threshold loss value, classify the input sample as malicious.
展开▼