Security Engineering · Cloud & DevSecOps · AI/ML Security
SentinelByte is the technical blog of Dan Cohen Vaxman, a Security Engineer specializing in cloud infrastructure hardening, CI/CD and DevSecOps automation, and AI/ML system security. This is where I publish deep-dive research, hands-on guides, and field notes from securing modern cloud and AI-driven systems.
Articles and guides on cloud architecture, DevSecOps automation, threat modeling, and AI/ML security — written from hands-on engineering experience, for security professionals and engineers working at the intersection of the two.
Threat IntelligenceAdversary techniques, attack pattern analysis, and the frameworks used to model and communicate risk. |
DevSecOpsSecuring the software delivery lifecycle — from infrastructure provisioning and pipeline controls to access governance and compliance automation. |
AI SecurityThe attack surface introduced by AI systems — from ML pipeline risks to autonomous agent vulnerabilities and AI-augmented security workflows. |
Security EngineeringPractical tooling, operational references, and hands-on guides for the day-to-day security practitioner. |
A security engineering blueprint for understanding and defending the agentic AI attack surface — from memory as a control plane, to authorization boundary confusion, to...
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Dan Cohen Vaxman
“Build defensible systems, automate the boring, and stay ahead of the threat.”