Pith Number

pith:4EHUC4KT

pith:2023:4EHUC4KTJF5VV2ZUHFWYUILQQO

not attested not anchored not stored refs pending

Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits!

Charles Nicholas, Cynthia Matuszek, Edward Raff, Fred Lu, James Holt, Tirth Patel

arxiv:2312.15813 v1 · 2023-12-25 · 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{4EHUC4KTJF5VV2ZUHFWYUILQQO}

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.

Cited by

1 paper in Pith

Hamm-Grams: An Algorithm for Mining Regular Expressions of Bytes

Receipt and verification

First computed	2026-07-05T07:28:01.684553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e10f417153497b5aeb34396d8a21708383a75604057abac60f089fc0d3c07b01

Aliases

arxiv: 2312.15813 · arxiv_version: 2312.15813v1 · doi: 10.48550/arxiv.2312.15813 · pith_short_12: 4EHUC4KTJF5V · pith_short_16: 4EHUC4KTJF5VV2ZU · pith_short_8: 4EHUC4KT

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/4EHUC4KTJF5VV2ZUHFWYUILQQO \
  | 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: e10f417153497b5aeb34396d8a21708383a75604057abac60f089fc0d3c07b01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a5e4a16129c74fc4a727f14373bb23d6b2a349096226cab615967774fcae85d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-25T21:25:55Z",
    "title_canon_sha256": "f75868b019ce6a72556c441dd4b8d09745a0b06a4f18b8b7534fd5a2fef6ea30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.15813",
    "kind": "arxiv",
    "version": 1
  }
}