NEW DELHI: Manipulating images ... Malware-as-Image Network Analysis (STAMINA), which will turn any malicious code into images and use deep learning models to study them. Classical malware ...

The resized images were then fed into a pre-trained deep neural network (DNN ... Microsoft's recent efforts of improving malware detection using machine learning techniques.

Now a company called Deep Instinct is hoping to take malware detection to the next level by using deep learning. In the cat and mouse game that is Internet security, cybercriminals and bad actors ...

During the first part of their collaboration, the researchers built on Intel's previous work on deep transfer learning ... malware binaries by converting them into two-dimensional images using ...

Over the years we have seen the evolution of different types of detection ... things. Deep learning could have a big impact on cyber security, especially in detecting zero day malware, new malware ...

Signature-based antivirus has been superseded by next-generation heuristic-based malware detection, using rules and algorithms ... uses AI and deep learning to analyze executables and detect ...

Jane's 360 recently learned from the section head of CHACS' network security research division, Joseph Matthews that it is currently pursuing improved malware detection through a project called ...