Splunk has released updates to its AI and machine learning tools, including six specialized AI models for SecOps teams. These models are trained on security data and can detect and automatically address specific security issues, such as DNS exfiltration attempts. The models are based on deep learning, such as recurrent neural networks and convolution neural networks, and can generate Notable Events workflows within the Splunk Enterprise Security SIEM product.