Side-Channel Attack Risks in Shared Sandbox Infrastructure
Shared hardware lets attackers steal secrets through timing and cache without breaking encryption.
Priya Subramaniam
Section
Sandbox Isolation Primitives
16 stories in Sandbox Isolation Primitives.
cgroups v2 Resource Limits in AI Sandbox Environments
AI agents burst memory unpredictably, breaking cgroup v2's assumptions built for stable workloads.
Priya Subramaniam
Capabilities Dropping and Privilege Reduction in Sandbox Containers
Reducing unnecessary Linux capabilities closes the attack surface before an exploit lands.
Marcus Oyelaran
Microvm Isolation with Firecracker for AI Workloads
Hardware isolation lets untrusted AI-generated code run without risking the entire host system.
Tomás Echeverría
Podman Rootless Containers for Sandboxed AI Code Execution
Rootless containers eliminate privilege escalation paths AI code execution inherently risks.
Lieselotte Brandt
Filesystem Isolation Strategies in Code Execution Sandboxes
Layered filesystem controls matter more than any single mechanism when sandboxing AI-generated code.
Priya Subramaniam
Kubernetes Container Scanning Tools for AI Pipeline Images
AI pipeline images need multi-layered scanning beyond standard container tools.
Priya Subramaniam
Docker Container Security Best Practices for AI Workloads
AI agents generated at runtime demand isolation layers beyond standard Docker containers.
Lieselotte Brandt
Seccomp Profiles for AI Code Execution Workloads
How to build seccomp profiles that actually work for AI agents running code.
Marcus Oyelaran
Open Source Docker Image Vulnerability Scanners Compared
Different scanners catch different vulnerabilities; here's how to pick the right one.
Marcus Oyelaran
Docker Security Vulnerabilities in AI Workload Containers
AI agents write code at runtime, breaking Docker's security model.
Lieselotte Brandt
Scanning Docker Images for Vulnerabilities in CI Pipelines
Catch vulnerable Docker images before they reach production with CI pipeline scanning.
Priya Subramaniam
Docker Image Scanning Tools Compared for AI Pipelines
Trivy, Grype, and Snyk handle AI's rapid image churn differently than traditional pipelines require.
Priya Subramaniam
Position Independent Executables and Sandbox Escape Resistance
PIE closes the biggest gap in address randomization that attackers have exploited for years.
Tomás Echeverría
MCP Server Sandboxing Isolation Requirements
Execution-layer MCP servers need isolation infrastructure, not just hardening practices.
Priya Subramaniam
Linux Namespaces as Sandbox Isolation Primitives
Namespaces control visibility, not security, and confusing the two enables container escapes.
Tomás Echeverría