Pith Number

pith:LUP3PLPO

pith:2025:LUP3PLPOJXPAPE6WM7GRQP5WI5

not attested not anchored not stored refs pending

DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes

Hanchen Yang, Jialun Zheng, Jiannong Cao, Jie Liu, Philip S. Yu, Xiao Wang, Yankai Chen

arxiv:2508.00664 v1 · 2025-08-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUP3PLPOJXPAPE6WM7GRQP5WI5}

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	2026-07-05T11:47:00.687253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d1fb7adee4dde0793d667cd183fb647476abc9db88b6492a9104aca77acc3ff

Aliases

arxiv: 2508.00664 · arxiv_version: 2508.00664v1 · doi: 10.48550/arxiv.2508.00664 · pith_short_12: LUP3PLPOJXPA · pith_short_16: LUP3PLPOJXPAPE6W · pith_short_8: LUP3PLPO

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/LUP3PLPOJXPAPE6WM7GRQP5WI5 \
  | 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: 5d1fb7adee4dde0793d667cd183fb647476abc9db88b6492a9104aca77acc3ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef81f27fdd38fd63585ac1bb02260eae9e9114c61e805bc04e7434917a5b7366",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T14:35:50Z",
    "title_canon_sha256": "6eb350c9797821cf3f01f5bbd07989ccde80e708bb7e7c33865f12c7e058e77f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00664",
    "kind": "arxiv",
    "version": 1
  }
}