Pith Number

pith:COT76ZXC

pith:2024:COT76ZXCCD7UD5DRYWPW5K5IZ3

not attested not anchored not stored refs pending

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning

HongZhe Gao, Jinyin Chen, Mingqi Lv, Shouling Ji, Tiantian Zhu, Tieming Chen, Xuebo Qiu

arxiv:2402.15147 v2 · 2024-02-23 · cs.CR · 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{COT76ZXCCD7UD5DRYWPW5K5IZ3}

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	2026-07-05T09:05:34.014460Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13a7ff66e210ff41f471c59f6eaba8cec2281a239b6ecadab197d2fe145c6424

Aliases

arxiv: 2402.15147 · arxiv_version: 2402.15147v2 · doi: 10.48550/arxiv.2402.15147 · pith_short_12: COT76ZXCCD7U · pith_short_16: COT76ZXCCD7UD5DR · pith_short_8: COT76ZXC

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/COT76ZXCCD7UD5DRYWPW5K5IZ3 \
  | 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: 13a7ff66e210ff41f471c59f6eaba8cec2281a239b6ecadab197d2fe145c6424

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c77ecddb57141d5e5ccd29dceed40702ce1cfba6973ca5d5db481a6c9738193c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-23T07:05:32Z",
    "title_canon_sha256": "29a0bfa14fd151add2501dfae48b6970c90f6cdcfbaf1d87aa8c1d8a340df5de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15147",
    "kind": "arxiv",
    "version": 2
  }
}