Pith Number

pith:AT7YZUKP

pith:2026:AT7YZUKPWOTNVC556HBSCLW3YR

not attested not anchored not stored refs pending

Which Neurons Detect Malicious Code? A Probing Study of LLM Security Knowledge

Anh M. T. Bui, Lam D. Dao, Phuong T. Nguyen, Vang T. Nguyen

arxiv:2607.10221 v1 · 2026-07-11 · cs.SE · 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{AT7YZUKPWOTNVC556HBSCLW3YR}

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	2026-07-14T01:20:31.427715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04ff8cd14fb3a6da8bbdf1c3212edbc441113edaaf37b34dcf53e79614a30740

Aliases

arxiv: 2607.10221 · arxiv_version: 2607.10221v1 · doi: 10.48550/arxiv.2607.10221 · pith_short_12: AT7YZUKPWOTN · pith_short_16: AT7YZUKPWOTNVC55 · pith_short_8: AT7YZUKP

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/AT7YZUKPWOTNVC556HBSCLW3YR \
  | 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: 04ff8cd14fb3a6da8bbdf1c3212edbc441113edaaf37b34dcf53e79614a30740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf7644192f6c41b8bf5b0cbc3f8f232f1f0f15fc012dcaa971c711d306b060cb",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-11T09:21:01Z",
    "title_canon_sha256": "1279eb9e59cbb514ad29fce3910e4b5cbfff1c1c7f81df6a9282fa5d938ea58e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10221",
    "kind": "arxiv",
    "version": 1
  }
}