About this episode

The episode discusses the effectiveness and limitations of AI in cybersecurity, emphasizing the importance of human judgment in critical situations.

This story was originally published on HackerNoon at: https://hackernoon.com/ai-in-cybersecurity-is-not-what-vendors-are-selling-you . Where AI actually works in cybersecurity — and where it fails. A practitioner's view on scale vs. judgement problems, based on 8.2B+ leaked credentials. Check more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity . You can also check exclusive content about #ai-cybersecurity , #dark-web-intelligence , #credential-exposure-monitoring , #phishing-behavioral-analytics , #ai-incident-response , #cybersecurity-automation , #ml-threat-detection , #cybersecurity-ai , and more. This story was written by: @gnsac . Learn more about this writer by checking @gnsac's about page, and for more stories, please visit hackernoon.com . AI works in cybersecurity when the problem is scale — classifying dark web content, detecting reuse patterns across billions of credentials, parsing stealer logs. It fails when the problem is judgement: autonomous incident response in critical infrastructure, zero-day detection drowning in base-rate false positives. Most "AI-powered" products are rules and regex under a dashboard. Buy outcomes, not labels —…

Topics covered

• AI in Cybersecurity
• vendor claims
• cybersecurity challenges
• credential exposure
• incident response

Keywords

• AI
• cybersecurity
• leaked credentials
• incident response
• dark web
• phishing
• automation

Mentioned in this episode

Organizations: HackerNoon

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