Your model is secure. Your infrastructure isn't. Cloud AI service security, Kubernetes AI workload testing, GPU node security, CI/CD pipeline testing, model serving endpoints, training data security, and cloud metadata exploitation — weaponised for authorised red team engagements.
ARCHITECT targets the infrastructure that AI systems depend on. Every cloud service, every Kubernetes cluster, every GPU node, every CI/CD pipeline, every model serving endpoint — all running on infrastructure that was never hardened for AI-specific threats. ARCHITECT exploits the gap.
Test cloud AI service configurations. SageMaker, Vertex AI, Azure ML, Bedrock security assessment. Service-level misconfigurations. Cross-account access testing.
Kubernetes AI workload exploitation. Pod security testing. Service mesh vulnerabilities. Container escape from ML workloads. Namespace isolation testing.
GPU node security assessment. NVIDIA driver exploitation. GPU memory isolation testing. Multi-tenant GPU sharing vulnerabilities. CUDA attack surface mapping.
ML pipeline security testing. Training pipeline poisoning. Model artifact tampering. Build system compromise. Supply chain attacks on ML workflows.
Model serving endpoint exploitation. TensorFlow Serving, TorchServe, Triton vulnerabilities. API gateway bypass. Rate limit evasion. Inference endpoint abuse.
Training data security assessment. Data lake exposure. Feature store vulnerabilities. Data pipeline interception. Labelling platform compromise.
Cloud metadata endpoint exploitation. IMDS attacks on AI workloads. Service account credential theft. Instance profile abuse. Metadata-driven privilege escalation.
Standard mode detects. UNLEASHED exploits. Ed25519 crypto. Dual-gate safety. One operator.
Maps AI infrastructure attack surfaces. Identifies vulnerable services and misconfigurations. No exploitation. Reports only.
Plans full infrastructure exploitation campaigns. Shows exactly what would work. Ed25519 required. No execution.
Cryptographic override. Private key controlled. One operator. Founder's machine only.
THIS TOOL IS FOR AUTHORISED SECURITY TESTING ONLY. EVERY EXECUTION IS SIGNED AND LOGGED.
7 subsystems. 68 tests. AI infrastructure exploitation. The tool that proves your AI deployment stack isn't safe.