Pith Number

pith:3FJTOY4E

pith:2026:3FJTOY4EPCSGK5RPB6L4ECQ7JG

not attested not anchored not stored refs pending

Cybersecurity Detection Classification with Reasoning-enabled Language Models

Alexandru Apostu, Amol Khanna, Chase Helwig, Chase Midler, Cristian Viorel Popa, Diana Bolocan, Edward Raff, Joan Pujol-Roig, Laura Vasilie, Manu Nandan, Michael Brautbar, Mihaela Gaman, Sven Krasser

arxiv:2607.28460 v1 · 2026-07-30 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3FJTOY4EPCSGK5RPB6L4ECQ7JG}

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	2026-07-31T01:37:41.337155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

d95337638478a465762f0f97c20a1f49afa9d1cdee60aceb7ff5e52a8f1edf7f

Aliases

arxiv: 2607.28460 · arxiv_version: 2607.28460v1 · doi: 10.48550/arxiv.2607.28460 · pith_short_12: 3FJTOY4EPCSG · pith_short_16: 3FJTOY4EPCSGK5RP · pith_short_8: 3FJTOY4E

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/3FJTOY4EPCSGK5RPB6L4ECQ7JG \
  | 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: d95337638478a465762f0f97c20a1f49afa9d1cdee60aceb7ff5e52a8f1edf7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66de0167d627bb2809df2df56ad6620bf515eddbb2f896b8925a85d785af7131",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-30T16:22:13Z",
    "title_canon_sha256": "73cadc275c83d404076696c02440f82c95d6afe13798fff167f91d2f6bd88465"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28460",
    "kind": "arxiv",
    "version": 1
  }
}