While the use of the Internet of Things is becoming more and more popular, many security vulnerabilities are emerging with the large number of devices being introduced to the market. In this environment, IoT device identification methods provide a preventive security measure as an important factor in identifying these devices and detecting the vulnerabilities they suffer from. In this study, we present a method that identifies devices in the Aalto dataset using Long short-term memory (LSTM)

翻译：随着物联网的普及日益广泛，大量设备涌入市场的同时也暴露出众多安全漏洞。在此环境下，物联网设备识别方法作为一种预防性安全措施，在识别设备及其潜在漏洞方面发挥着重要作用。本研究提出了一种方法，利用长短期记忆网络（LSTM）对阿尔托数据集中的设备进行识别。