Pith Number

pith:QFN42TNF

pith:2021:QFN42TNFPQS6TJCDXKKYHLCY2V

not attested not anchored not stored refs pending

Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks

Erchin Serpedin, Katherine Davis, Mohammad Rasoul Narimani, Muhammad Ismail, Osman Boyaci, Thomas J Overbye

arxiv:2104.11846 v2 · 2021-04-24 · cs.LG · cs.AI · cs.CR · 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{QFN42TNFPQS6TJCDXKKYHLCY2V}

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	2026-07-05T03:43:40.612605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

815bcd4da57c25e9a443ba9583ac58d565ae90964fa0ca49606619361ab6e761

Aliases

arxiv: 2104.11846 · arxiv_version: 2104.11846v2 · doi: 10.48550/arxiv.2104.11846 · pith_short_12: QFN42TNFPQS6 · pith_short_16: QFN42TNFPQS6TJCD · pith_short_8: QFN42TNF

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/QFN42TNFPQS6TJCDXKKYHLCY2V \
  | 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: 815bcd4da57c25e9a443ba9583ac58d565ae90964fa0ca49606619361ab6e761

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b54c7611ae6a0acd79836c84191267ca61b8a105ebca01d37f6e48696d2138c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-24T00:33:45Z",
    "title_canon_sha256": "05211183f12228e1d74a10f38be12f078f282501e961369dea1432c0ccf71d23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.11846",
    "kind": "arxiv",
    "version": 2
  }
}