Pith Number

pith:QQP37CH5

pith:2026:QQP37CH5UIK3RJALQRQGO3U4KO

not attested not anchored not stored refs pending

ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage

Fei Shen, Gang Xu, Huiping Zhuang, Ming Li, Songbai Tan, Wenbo Gao, Xiaofeng Zhu, Yunyun Yang, Zhongan Wang

arxiv:2605.16363 v1 · 2026-05-09 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQP37CH5UIK3RJALQRQGO3U4KO}

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	2026-05-20T00:02:18.472034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

841fbf88fda215b8a40b8460676e9c53a7f1f7f2085c3a9d373c3699532338c0

Aliases

arxiv: 2605.16363 · arxiv_version: 2605.16363v1 · doi: 10.48550/arxiv.2605.16363 · pith_short_12: QQP37CH5UIK3 · pith_short_16: QQP37CH5UIK3RJAL · pith_short_8: QQP37CH5

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/QQP37CH5UIK3RJALQRQGO3U4KO \
  | 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: 841fbf88fda215b8a40b8460676e9c53a7f1f7f2085c3a9d373c3699532338c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da3d514872299d74e1eae073e3fbd85df31a74d9f730b25b778d334618c2e0f2",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-09T16:26:16Z",
    "title_canon_sha256": "76d2b916b863b7e91b6b6ab997fda4cff6fedd9893452ca9c22e943af70ddcad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16363",
    "kind": "arxiv",
    "version": 1
  }
}