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Audit Anomalies

Public anomaly evidence for the VETS Coin trust layer: nightly scan results, export bundles, and run-to-run signals that help explain where tokens moved and what changed.

Last updated: 2026-06-17 01:29:42 UTC

Back to Transparency System Status Trust Center Download CSV Download JSON Summary JSON Runs JSON Trend JSON Alerts JSON Alerts CSV Schema Registry Schema Registry JSON Glossary JSON Threshold History JSON Triage JSON Export Bundle ZIP

Export links currently include your selected run and active filters.

Status

Use this page as the public runbook view for anomaly evidence. It pairs nightly scan output with status, schema, and export references so partners and supporters can inspect drift instead of relying on summary claims.

Overall
warn
Generated
2026-04-30T10:23:50.691305Z
Rows scanned
64
Signatures w/ anomalies
8
Run comparison:

Selected run 2026-04-30 10:23:50 UTC vs latest run 2026-07-26T10:31:53.176179Z. Signatures delta: 8, rows delta: 0.

Anomaly types:
Type Count
duplicate_owner_in_signature 7
duplicate_rows_in_signature 7
outlier_delta 1
row_count_unexpected 7

How To Read This

This page is generated from a nightly scan of the audit CSV export. It flags unusual patterns so you can click into a signature and see a full per-owner delta breakdown.

  • bad: high-confidence anomaly (large deltas, inconsistent sums, or outlier patterns)
  • warn: suspicious but lower confidence (often data gaps or smaller deltas)

Triage Lifecycle

overdue critical: 0

Lifecycle states: new, investigating, accepted, resolved.

new 8 investigating 0 accepted 0 resolved 0

Threshold Change History

Changed At Parameter From To Owner Reason
2026-03-10T20:30:00Z abs_delta_warn_threshold 25000 20000 ops Raise sensitivity after consecutive high-delta anomaly clusters.
2026-03-08T10:45:00Z row_count_spike_multiplier 2.5 2.2 risk Reduce false negatives on bursty distribution windows.

Anomaly Glossary

outlier_delta sum_mismatch duplicate_owner_rows unexpected_owner_count row_count_spike

Run Trend

Last 12 complete run(s), oldest to newest.

07-15 10:24 2026-07-15 10:24:23 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: baseline delta vs prev rows: baseline
07-16 10:26 2026-07-16 10:26:14 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-17 10:31 2026-07-17 10:31:43 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-18 10:27 2026-07-18 10:27:03 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-19 10:25 2026-07-19 10:25:32 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-20 10:34 2026-07-20 10:34:32 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-21 10:25 2026-07-21 10:25:53 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-22 10:23 2026-07-22 10:23:45 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-23 10:31 2026-07-23 10:31:21 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-24 10:34 2026-07-24 10:34:58 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-25 10:23 2026-07-25 10:23:21 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)
07-26 10:31 2026-07-26 10:31:53 UTC sigs=0 | rows=64 overall=ok delta vs prev sigs: +0 (n/a%) delta vs prev rows: +0 (+0.0%)

Automated Alert Snapshot

OK

Thresholds: sigs 50.0%, rows 50.0%.

Current 20260726T103153Z | sigs=0 (n/a), rows=64 (+0.0%).

No threshold alerts for this run.

Recommended next steps:

  • No immediate action required; continue scheduled monitoring.

Dataset Freshness + Lineage

Dataset Status Age Updated Source Path
summary_csv warn 200.9d 2026-01-07T04:32:09Z /home/vets-coin/flask_api/docs/vets_audit_summary.csv
wallets_csv warn 200.9d 2026-01-07T04:32:09Z /home/vets-coin/flask_api/docs/vets_audit_wallets.csv
transactions_csv warn 200.9d 2026-01-07T04:32:09Z /home/vets-coin/flask_api/docs/vets_audit_transactions.csv
summary_usd_csv warn 200.9d 2026-01-07T04:33:33Z /home/vets-coin/flask_api/docs/vets_audit_summary_usd.csv
wallets_usd_csv warn 200.9d 2026-01-07T04:33:33Z /home/vets-coin/flask_api/docs/vets_audit_wallets_usd.csv
anomaly_summary_json warn 87.7d 2026-04-30T10:23:50Z /home/vets-coin/logs/audit_txn_anomalies/history/audit_txn_anomaly_20260430T102350Z_summary.json
anomaly_csv warn 87.7d 2026-04-30T10:23:50Z /home/vets-coin/logs/audit_txn_anomalies/history/audit_txn_anomaly_20260430T102350Z_anomalies.csv

Run-To-Run Visual Compare

Compare JSON Compare CSV

2026-04-30 10:23:50 UTC vs Latest (rolling). Total type delta: +22.

Type Run A Run B Delta
duplicate_owner_in_signature 7 0 +7
duplicate_rows_in_signature 7 0 +7
row_count_unexpected 7 0 +7
outlier_delta 1 0 +1

Run Diff By Type

Export Diff CSV Export Diff JSON

Selected run 2026-04-30 10:23:50 UTC vs latest 2026-07-26T10:31:53.176179Z.

Click a type to drill into filtered anomaly rows for this run.

What changed in this run
  • WARN Total anomaly-type hits increased by +22 versus latest (22 vs 0).
  • WARN Top increase: duplicate_owner_in_signature moved by +7 (7 now vs 0 latest).
  • WARN Newly present anomaly types in selected run: duplicate_owner_in_signature, duplicate_rows_in_signature, row_count_unexpected, outlier_delta
  • NEUTRAL Comparison baseline run: 2026-07-26T10:31:53.176179Z.
Top Increase duplicate_owner_in_signature +7
Anomaly Type Selected Latest Delta
duplicate_owner_in_signature 7 0 +7
duplicate_rows_in_signature 7 0 +7
row_count_unexpected 7 0 +7
outlier_delta 1 0 +1
Total 22 0 +22

Filters

Reset
Outliers Duplicate Rows Duplicate Owners Row Count Clear Type Filter

Showing 8 row(s) after filters.

Tip: Click any signature to open the full per-owner delta breakdown.

Top Anomalies Snapshot

Most impactful rows from the latest summary snapshot.

Severity Signature Types Max abs delta Triage
bad
3TjqGL...TcBQkE
outlier_delta
22345678.0 new
warn
2GNYTc...kM5XFd
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
50.0 new
warn
vZN8o4...x19fAA
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 new
warn
2HkrvW...pA8M41
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 new
warn
48xFjy...opZ7oE
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 new

Results

Severity Signature When Types Max abs delta Rows Owners Delta sum Triage Owner / ETA
bad
3TjqGL...TcBQkE Solscan
2025-02-10T08:58:22Z
outlier_delta
22345678.0 2 2 0.0 new
unassigned
eta n/a
warn
2GNYTc...kM5XFd Solscan
2025-02-05T23:18:25Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
50.0 4 2 0.0 new
unassigned
eta n/a
warn
vZN8o4...x19fAA Solscan
2025-02-11T03:50:11Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a
warn
2HkrvW...pA8M41 Solscan
2025-02-11T01:26:02Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a
warn
2iVh3E...ixNrnX Solscan
2025-02-10T05:22:43Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a
warn
3hdNkg...KxXRUj Solscan
2025-02-10T05:21:40Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a
warn
4YpqfF...5465QF Solscan
2025-02-09T23:20:56Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a
warn
48xFjy...opZ7oE Solscan
2025-02-09T22:58:45Z
duplicate_owner_in_signature duplicate_rows_in_signature row_count_unexpected
10.0 4 2 0.0 new
unassigned
eta n/a