Pith Number

pith:DVFDOVCN

pith:2025:DVFDOVCNU7CTZCDGRB3HOECZDO

not attested not anchored not stored refs pending

Detecting Zero-Day Attacks in Digital Substations via In-Context Learning

Akila Herath, Chen-Ching Liu, Clifton Black, Faizan Manzoor, Junho Hong, Matthew C Nielsen, Ming Jin, Vanshaj Khattar

arxiv:2501.16453 v1 · 2025-01-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVFDOVCNU7CTZCDGRB3HOECZDO}

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	2026-07-05T10:06:13.087308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d4a37544da7c53c886688767710591bbb0634721599c27d3d20eb20ccc44b00

Aliases

arxiv: 2501.16453 · arxiv_version: 2501.16453v1 · doi: 10.48550/arxiv.2501.16453 · pith_short_12: DVFDOVCNU7CT · pith_short_16: DVFDOVCNU7CTZCDG · pith_short_8: DVFDOVCN

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/DVFDOVCNU7CTZCDGRB3HOECZDO \
  | 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: 1d4a37544da7c53c886688767710591bbb0634721599c27d3d20eb20ccc44b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a0adb406802be39b87ae58eaff867597cf96cc496e47ac745ba96915fe8bc0d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-27T19:24:00Z",
    "title_canon_sha256": "39393f623eaf89404480b2dcdb8b48786ed077a92654baa7c2b12c0413ee98ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16453",
    "kind": "arxiv",
    "version": 1
  }
}