Pith Number

pith:2QFE3KZK

pith:2025:2QFE3KZKBWMXFQJWSCG7FMYHDH

not attested not anchored not stored refs pending

Distributed Log-driven Anomaly Detection System based on Evolving Decision Making

Christos Anagnostopoulos, Jeremy Singer, Qiyuan Wang, Sam Temple, Shameem P. Parambath, Zhuoran Tan

arxiv:2504.02322 v1 · 2025-04-03 · cs.CR · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2QFE3KZKBWMXFQJWSCG7FMYHDH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:43:54.873113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d40a4dab2a0d9972c136908df2b30719f566508174cf234a9872f5034560f504

Aliases

arxiv: 2504.02322 · arxiv_version: 2504.02322v1 · doi: 10.48550/arxiv.2504.02322 · pith_short_12: 2QFE3KZKBWMX · pith_short_16: 2QFE3KZKBWMXFQJW · pith_short_8: 2QFE3KZK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2QFE3KZKBWMXFQJWSCG7FMYHDH \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d40a4dab2a0d9972c136908df2b30719f566508174cf234a9872f5034560f504

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c936eb3c32634f87ad25771b19e6ecde4acfbc73238acfbeb998d44070dec97",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-03T06:50:30Z",
    "title_canon_sha256": "5b1269ad4af7cb868d72505664c16a4b58cb39314e1800130254dbc1c6e5e6a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02322",
    "kind": "arxiv",
    "version": 1
  }
}