AI News HubLIVE
In-site rewrite2 min read

LogiGate: A zero-trust middleware architecture for AI liability written in Rust

LogiGate is a zero-trust middleware architecture that shifts identity validation and legal liability to the requester device's hardware enclave, using ephemeral sandboxes and forced reset triggers to ensure compliance and data privacy in AI processing.

SourceHacker News AIAuthor: zkpvault

Notifications You must be signed in to change notification settings

Fork 0

Star 1

BranchesTags

Open more actions menu

Folders and files

NameName

Last commit message

Last commit date

Latest commit

History

5 Commits

5 Commits

README.md

README.md

main.rs

main.rs

Repository files navigation

Real-Time Compliant AI Session Gating & Ephemeral Cargo Isolation

  1. The Core Problem Explained

In modern autonomous computing and deep-learning pipelines, enterprises face a massive crisis: Anonymous Liability and Context Bloat.

When a machine processes sensitive data, it often leaves behind digital "baggage" (token strings, cached memory, intermediate thoughts) inside the backend. This causes data leakage. Furthermore, if the machine synthesizes an output that breaks a compliance law or data privacy mandate, it is incredibly difficult to prove who is legally at fault.

  1. The LogiGate Solution

LogiGate is a zero-trust middleware architecture that shifts 100% of identity validation, real-time compliance checks, and legal liability entirely away from the core network and onto the local hardware enclave of the Requester Device.

By treating data processing as an isolated, ephemeral logistics chain, the core computing network remains completely clean, stateless, and fully insulated from regulatory liability.

The system operates on a definitive rule: The machine processes the data in the dark, but a specific human signature owns the risk in the daylight.

  1. Core System Components

The Requester Device (The Load Compiler): The client terminal initializing the request. It uses an on-chip Secure Enclave or Hardware Security Module (HSM) to sign the payload with a unique, unforgeable cryptographic key uniquely mapped to an authenticated user identity.

The Border Security Gateway (The Connection Stronghold): Hard-coded, deterministic filtering nodes stationed at every entry and exit threshold of the computing network.

The Sandbox Compartment (The Ephemeral Warehouse): A completely isolated, decoupled containerized computing instance where deep-learning reasoning model processes execute "in the dark."

The Courier Agent (The Transport Daemon): A stripped-down, stateless message-broker network that moves encrypted data packets across network boundaries without maintaining context.

  1. The Forced Reset Trigger (FRT) Mechanics

To eliminate operational bloat and prevent cross-contamination of sessions, LogiGate implements a strict hardware-mapped Forced Reset Trigger (FRT) logic loop:

The output gate completes its real-time legal/compliance scan on the processed asset.

The asset is either cleared for delivery or flagged as a violation.

The exact millisecond the asset transitions past the gate interface, a mechanical trip switch executes.

The system triggers an immediate, unbypasable purge (shred / zero-out) of all internal runtime memories, temporary file systems, token context strings, and calculation baggage inside the Sandbox.

The compartment is instantaneously brought back to its baseline, pristine state, completely blanked for the next transaction.

  1. Forensic Chain of Custody & Contraband Handling

When an autonomous model synthesizes data points into a legally non-compliant output (digital contraband) inside the sandbox, the system ensures ironclad accountability:

Real-Time Detection: The Output Gate halts the asset at the border before it can cross into daylight.

Immutable Pinning: The system automatically locks the compartment state and maps the breach directly back to the original cryptographic signature verified at the Input Gate.

No Automated Bypasses: Automated scripts are structurally barred from resetting safety nodes or clearing compliance flags. A human operator must manually authenticate their security token to reset the node, writing an immutable record to the live audit ledger. The machine processes the data, but the human's signature defines the liability.

About

No description, website, or topics provided.

Resources

Readme

Uh oh!

There was an error while loading. Please reload this page.

Activity

Stars

1 star

Watchers

0 watching

Forks

0 forks

Report repository

Releases

No releases published

Packages 0

Uh oh!

There was an error while loading. Please reload this page.

Contributors

Uh oh!

There was an error while loading. Please reload this page.

Languages

Rust 100.0%