![[Webinar] How Modern Attack Paths Cross Code, Pipelines, and Cloud](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhKoTt2TCJhCZC7cgKpISoFL1hoD6YqAXVIIIzKZEyYmvXusJXxb2WQ_cYnjRCYdKeOJj2756fnWj2had24_OCECDq5bDf7y98vuYhsKSbrbRH1WYIqpwCF47lLsvrgFGLPkhomycGiEHqDa50OjwuwIZmH6cAu1vOXoXOiTzU4Si8qq6YPfo2r4OsP4KI/w72-h72-c-rw-e365/wiz.png "[Webinar] How Modern Attack Paths Cross Code, Pipelines, and Cloud")
AI Is Reshaping Every Attack Surface. Train for What's Next
SANSFIRE 2026 in D.C. brings 50+ courses, AI-focused sessions, and NetWars. July 13–18. Save $500.
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SANS InstituteBuild classifiers, anomaly detectors, and NLP models for real security problems. GCML cert path.
The Validation Gap: What Automated Pentesting Alone Cannot See
Picus SecurityThis free guide maps the structural blind spots and gives you 3 diagnostic questions for any vendor conversation.
