AI Cybersecurity
AI cybersecurity is a proactive, integrated security platform that automatically detects and mitigates unknown threats. It leverages machine learning to create a baseline of normal behavior and quickly discovers anomalies and potential threats across your entire attack surface.
The best AI security solutions prioritize threat detection, analysis and response to eliminate alert fatigue and free up your team to focus on strategic investigations. They integrate with your existing security tools to ingest data and automate workflows so you can investigate and act on alerts in minutes. They also enable you to interact with your risk data using natural language processing to search and analyze your logs, summarize findings and generate mitigation guidelines.
AI helps you defend against more sophisticated attacks like spear phishing by analyzing the tone, content and structure of emails or messages. It can also proactively block unsafe files and prevent malware infections by detecting malicious code within documents. It’s important to consider the full scope of your environment when selecting AI cybersecurity solutions, including network security, advanced EDR and endpoint protection. Look for a platform that can ingest large volumes of logs and scale to accommodate peak traffic loads or huge spikes in suspicious activity.
Attackers use a variety of techniques to target AI systems, from data poisoning to model theft and polymorphic malware. Ensure your AI security solutions have transparency and explainability features to make sense of their decisions and avoid overreliance on automation, which risks missing nuance and context. They should also employ least privilege protocols to prevent standing access and enforce data guardrails to prevent sensitive training data from leaking.