Deep Instinct takes a prevention-first approach to stopping ransomware and other malware using the world’s first and only purpose-built, deep learning cybersecurity framework.
Deep Instinct takes a prevention-first approach to stopping ransomware and other malware using the world’s first and only purpose-built, deep learning cybersecurity framework.
Deep learning, which is originated from an artificial neural network (ANN), is one of the major technologies of today's smart cybersecurity systems or policies to function in an intelligent manner. Popular deep learning techniques, such as multi-layer perceptron, convolutional neural network, ...
But, cyber security is challenging task. Malware detection and network intrusion detection are the two areas where DL shows significant improvement over rule based and classic machine learning (ML) based solutions. DL based neural nets are used in user and entity behaviour analytics (UEBA). UEBA ...
Shina decided that it no longer wanted to wait for Health IT to make a decision about, what will protect the company’s 3Di Picture Archiving, Communication System and Imaging applications. When 3Di will be implemented, it will have the best cybersecurity protection based on deep learning with...
2.4 Cybersecurity Knowledge graph 网络安全知识图谱 一个CSKG 通常有两个主要部分:模式(schema)和 各种网络安全语义三元组。为了构建 CSKG,本文做的第一件事是定义一个模式,接下来,使用本文的系统提取网络安全实体以及实体之间的关系。一旦有了“实体-关系”集就可以填充与模式一致的数据。
In the last few years, the deep learning (DL) computing paradigm has been deemed the Gold Standard in the machine learning (ML) community. Moreover, it has gradually become the most widely used computational approach in the field of ML, thus achieving ou
A review of deep learning for renewable energy forecasting 2019, Energy Conversion and Management Show abstract Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 2022, IEEE/CAA Journal of Automatica Sinica Detection of false data injection cyber-attacks in DC microg...
Different techniques and algorithms under deep reinforcement learning have shown great promise in applications ranging from games to industrial processes, where it is claimed to augment systems with general AI capabilities. These algorithms have recently also been used in cybersecurity, especially in ...
Currently Deep Instinct is the only cybersecurity company with advanced deep learning capabilities, and due to the extremely high barrier of entry, we expect no other cybersecurity company to be able to use advanced deep learning for the next two to three years. This is due to ...