AI Builders Global Conference 2026. October 14-16, 2026. Online.
AI in Cybersecurity & Threat Intelligence
This description belongs to the 2026 topic catalog. The 2027 program is being prepared separately.
As AI agents gain autonomy and interact with real enterprise systems, the attack surface expands dramatically, but so do defensive capabilities. The AI cybersecurity market has surged to $25-51B in 2026, driven by AI-powered Security Operations Centers (SOCs), autonomous threat hunting, real-time anomaly detection, and deepfake defense. This topic covers both sides: using AI to defend enterprises AND securing AI systems themselves from adversarial manipulation, model poisoning, and prompt injection attacks.
Questions explored in the 2026 topic catalog
- How are AI-driven SOCs reducing alert fatigue and improving response times?
- What autonomous threat hunting capabilities are production-ready in 2026?
- How do you defend against AI-enabled adversaries using deepfakes and adaptive malware?
- What does identity-centric zero-trust look like when AI agents are the users?
- How do you secure AI models from adversarial manipulation and data poisoning?
- What AI governance frameworks are CISOs implementing for agent security?
Who this topic is for
CISOs, security engineers, AppSec professionals, AI/ML engineers building secure systems, red team operators, and founders building AI security products.
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