🛡️ RINGCT PRIVACY AUDIT ENGINE Gamma Age Distribution Analysis

Ring Signature & Decoy Age Inspector

Audit Monero transactions to verify that 16 ring decoys conform to the standard triangular gamma distribution and have not been tainted by output age clustering or timing analysis. Inspect key image unspent validity, stealth address outputs, and zero-knowledge Bulletproofs+ range commitments.

Try quick presets: Standard CLSAG Gamma Distribution Fit Subaddress Output Coinbase Reward ⚠️ Double-Spend Test

Overall Privacy Health

98 / 100 TAINT RISK

Critical Risk / Compromised

🚨 Critical Risk: Key image duplicate or insufficient ring decoys detected. Transaction rejected by consensus.

Compromised Anonymity Tx (XMR)

Xmr

0x000000000000000000000000000000000000dead

Inspect Raw Tx ↗

Key Image Status: FAIL (Double Spend)

Ring Anonymity Set: 16 Members (CLSAG)

Decoy Selection Fit: Gamma Law (Optimal)

Mean Decoy Age: ~1.8 Days (1,296 Blks)

Output Age Taint: 0.0% (Zero Clustering)

Amount Secrecy: Bulletproofs+ (Hidden)

Security Engine: Rejected by Consensus · Circulating Supply: 18,450,000 XMR

Decoy Distribution: Triangular Gamma Law

📈 Decoy Selection Probability Density & Gamma Curve Overlay Ring Size 16 (CLSAG)

Monero selects past unspent outputs using a continuous gamma distribution (α=19.28, θ=1.61×10⁻⁵) matching real human spending habits.

16 Decoys Plotted

Probability Density f(t) Peak Output Age: ~1.8 Days Elapsed Output Age (Days) →

0.2 Days (Fresh) 1.0 Day 1.8 Days (Distribution Median) 7 Days 30 Days 180+ Days (Cold Decoys)

EAE Attack Immunity

🛡️ 100% Resistant

Zero temporal clustering. Eve cannot correlate spend outputs via timing.

Effective Ring Size

16 / 16 (Optimal)

Every ring member has uniform probability of 6.25% of being the true spend.

Decoy Taint Index

0.0% (Zero Leakage)

No blacklisted or compromised outputs present in the anonymity ring set.

Detailed Privacy Audit Checklist 5 automated Monero privacy rules analyzed

Key Image Double-Spend Check Key image point already exists in the blockchain spent image registry. Transaction rejected.

FAIL

Ring Size 16 Verification Transaction ring size does not meet v15 network consensus mandate (16 ring members required).

FAIL

Decoy Age Distribution Decoy outputs cluster in ancient block heights, deviating from empirical gamma distribution.

WARN

Bulletproofs+ Range Proof Range proof scalar verification failed. Output commitment amounts could not be verified.

FAIL

Ephemeral Stealth Addressing Duplicate one-time public key detected. Possible view key privacy leakage.

WARN

GET Run programmatic privacy checks via REST API:


          /api/v1/explorer/token/{contract}/security

API Documentation →