MoE Routing Attestation Specification
Abstract
Normative specification for attesting Mixture-of-Experts routing decisions in foundation model inference. Defines 19 requirements across three conformance levels (C0/C1/C2) covering routing determinism, token dropping prohibition, deployment topology disclosure, load balancing state attestation, and expert utilization anomaly detection. Analyzes DeepSeek-V3, Mixtral 8x7B, Switch Transformer, and ST-MoE architectures. Extends the Model Attestation Interface (MAI-1) with routing-specific fields.
Fields of Study & Subjects
Security and Verification in Computing
Adversarial Robustness in Machine Learning
Explainable Artificial Intelligence (XAI)
Publication details
- Journal / source
- Figshare
- Publication date
- 1 January 2026
- Language
- EN
- Document type
- Preprint