[Academic Research] Machine learning in computer security

Hello guys,

I am looking for academic research papers about the usage of machine learning in the computer security. At the moment I haven`t found much about this topic on google scholar and dblp. Most of the security research focuses on for example.: detection of malware with signature/rule based patterns. So usually complex event processing and no use of machine learning.

It seems to me that computer security does not apply machine learning that much, for example in IDS systems.

Where is machine learning applied in computer security heavily?

Please recommend me some papers and topics, where I can do further research on?

I really appreciate your answers!