AI has the potential to revolutionize cybersecurity.
A financial institution may employ a SIEM system that uses AI to automatically analyze and categorize security events. If the system detects a pattern resembling a distributed denial-of-service attack, it can trigger an automated response to block the malicious traffic, preventing service disruptions.AI-powered threat intelligence platforms aggregate and analyze vast amounts of data from internal and external sources to identify potential threats.
A multinational organization may find it challenging to aggregate and normalize security logs from various subsidiaries spread across different regions, each using different systems and formats. Without access to comprehensive and diverse data, the models may not achieve optimal results, leading to less effective threat detection and response.
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