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AI security/control will probably develop into something akin to "anti-virus" software.
Summary
The closest analogy is the entire cybersecurity industry: Antivirus began as one layer, but eventually we needed firewalls, identity management, intrusion detection, security operations centers, audits, penetration testing, and incident-response teams. What follows is the most likely path for AI.
This is a brief wire summary, the full story (linked below) has the complete details.
KazaSec's take
AI-related security incidents are a genuinely new category, prompt injection, model manipulation, and data leakage through an LLM integration don't map cleanly onto traditional application security testing, and are worth assessing deliberately rather than assuming existing controls already cover them.
Coverage details
Relevant from KazaSec
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