Home▸Cybersecurity▸Accountable AI: Tamper-Evident Decision Ledger

Accountable AI: Tamper-Evident Decision Ledger

Interactive 3D hash-chain ledger for automated decisions: watch each AI decision get cryptographically linked to the last, flag low-explainability calls, and see exactly how tampering with one past record breaks every link after it.

Cybersecurity3DModerate60 FPS

Details

CategoryCybersecurity

RenderingThree.js · WebGL

DifficultyModerate

Target FPS60

ControlsSliders for decision feed rate, explainability threshold, and stored data fields (minimization); click any block in 3D to inspect its record and hash, then use Tamper/Pause/Reset buttons to test the ledger's integrity.

AI accountabilityhash chaincybersecurityexplainabilityaudit logtamper detection

Related simulations

Network Packet RoutingRouters run real Dijkstra shortest-path routing to find a route to a destination; edit link…

DDoS Attack VisualizerA botnet of distributed sources floods a target server past its request-handling capacity —…

Password Strength AnalyzerType a candidate password (never sent anywhere) and watch a brute-force attacker and a… ⊞ All 334 in Cybersecurity →

Automated decisions — loan approvals, content moderation, fraud flags — need to be auditable after the fact, not just fair in the moment. This simulator renders a live hash-chained ledger in 3D: every simulated decision becomes a block cryptographically linked to the one before it, low-explainability calls get flagged for review, and you can pick a past block and deliberately tamper with it to watch the break propagate down the chain. It's the same tamper-evidence mechanism behind blockchains and Merkle trees, applied to the specific problem of holding automated decision systems accountable for what they did and when.

⚙ Under the hood

Interactive 3D hash-chain ledger for automated decisions: watch each AI decision get cryptographically linked to the last, flag low-explainability calls, and see how tampering with one past record breaks every link after it.

AI accountabilityhash chaincybersecurityexplainabilityaudit logtamper detection

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install