Pith Number

pith:KNI5FXLJ

pith:2021:KNI5FXLJ4FDKXACWNSH6BKOPCC

not attested not anchored not stored refs pending

Detecting False Data Injection Attacks in Smart Grids with Modeling Errors: A Deep Transfer Learning Based Approach

Bowen Xu, Changyun Wen, Fanghong Guo, Ruilong Deng, Wen-An Zhang

arxiv:2104.06307 v3 · 2021-04-09 · eess.SP · cs.CR · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNI5FXLJ4FDKXACWNSH6BKOPCC}

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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	2026-07-05T03:12:27.509047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5351d2dd69e146ab80566c8fe0a9cf10952f78cdbf5a03747189403063e0f16b

Aliases

arxiv: 2104.06307 · arxiv_version: 2104.06307v3 · doi: 10.48550/arxiv.2104.06307 · pith_short_12: KNI5FXLJ4FDK · pith_short_16: KNI5FXLJ4FDKXACW · pith_short_8: KNI5FXLJ

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/KNI5FXLJ4FDKXACWNSH6BKOPCC \
  | 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: 5351d2dd69e146ab80566c8fe0a9cf10952f78cdbf5a03747189403063e0f16b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1c2bdd9e99084deb9185b889dc3e3049619600ede851762071ce4db7925b5a4",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-04-09T15:32:20Z",
    "title_canon_sha256": "a5f06e2b8ade7a8092789bd01b65ad170b213fe973af96443f698ce4a8c9290d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.06307",
    "kind": "arxiv",
    "version": 3
  }
}