With that in mind, here are four ways of leveraging AI to improve enterprise security.
1. Leverage Human-AI Collaborations: Security teams are facing an increasingly complex data landscape and AI technologies enable them to better organize and assess the data. By integrating AI-driven systems into their IT infrastructure, organizations can use AI to automate the analysis of large datasets and enable humans to focus on deeper problem solving.
2. Detect Anomalies: Unsupervised learning can power AI solutions to detect anomalies in big data. By using unsupervised anomaly detection, the AI can learn to recognize anomalous activity by studying typical user behavior. This makes it easier to alert security teams when unusual behavior is detected.
3. Reduce false positives: AI models can significantly reduce false positive alarms as they can be trained to accurately distinguish between threats and false alarms. Leveraging AI models also reduces the number of manual investigations required.
4. Tap into threat intelligence: AI-driven threat intelligence enables organizations to gain access to real-time threat intelligence from external networks. This can help in more accurately recognizing and more efficiently responding to potential threats.
Netenrich’s Resolution Intelligence Cloud is an example of an AI-powered solution for enterprise security. Leveraging machine learning and big data analytics, this platform enables organizations to optimize security operations by identifying threats, predicting risks and measuring risk exposures.
MITRE is a standard body that maintains an ontology of the evolving threat landscape, providing the tools to develop sophisticated AI systems. Their catalog of data enables corporations to design AI systems that recognize and respond to threats with greater accuracy and less time investment.
Organizations recognize the immense potential of AI in enterprise security and its potential to alleviate the resource-intensive burden of manual investigations and false positive alarms. By leveraging AI-driven security solutions, enterprises can create a strong and dynamic security posture, helping to create better cyber defenses.
