🛡️ 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.

Overall Privacy Health
5 / 100 TAINT RISK
Safe & Anonymized

✅ Verified Privacy: 16-member ring decoys follow triangular gamma law with zero output age taint.

Monero Anonymity Profile (XMR)

Xmr
0x2053d08c1e2bd02791056171aab073ff5884d3cb15a4f8950a9c593f00041448::ausd::AUSD
Key Image Status: PASS (Unspent Point)
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: P2Pool / Network Hashrate · 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

Ring Size 16 Verification Monero v15 hard fork consensus verified. Standard 16 ring members present.
PASS
Decoy Age Distribution Ring decoys follow empirical triangular gamma distribution, maximizing obfuscation entropy.
PASS
Key Image Double-Spend Check Key image point I = x * Hp(P) is unique and unspent across all historical blocks.
PASS
Bulletproofs+ Range Proof Compact log2(N) zero-knowledge proof verifies amounts within [0, 2^64-1] range without overflow.
PASS
Ephemeral Stealth Addressing Output public key generated with ECDH shared secret. Sender and receiver cannot be linked.
PASS
GET Run programmatic privacy checks via REST API: /api/v1/explorer/token/{contract}/security
API Documentation →
Monero
$172.50 0.00005 XMR