model-caching-security
CommunityProtect multi-tenant inference caches from leakage.
Software Engineering#multi-tenant#semantic-cache#tenant-isolation#kv-cache#cache-security#timing-sidechannel#inference-security
Authormaruakshay
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Review KV cache, prompt cache, and semantic cache implementations for cross-request context leakage, cache poisoning, sidecar timing attacks, and tenant isolation failures in shared inference infrastructure.
Core Features & Use Cases
- Investigate and audit cache isolation across tenants for KV, prompt, and semantic caches.
- Identify timing side-channel and poisoning risks; propose mitigations and guardrails.
- Provide deployment-ready checks and quick-win improvements for multi-tenant inference systems.
Quick Start
Run a security review of the model caching layers in your shared inference service to identify potential cross-tenant leakage vectors and remediate them.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: model-caching-security Download link: https://github.com/maruakshay/mii-ai-security/archive/main.zip#model-caching-security Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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