Pith Number

pith:76VLBRC2

pith:2025:76VLBRC2IDJZKSHCNMBTZOIXKS

not attested not anchored not stored refs pending

An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding

Gangyang Li, Guoqiang Chen, Li Hu, Nenghai Yu, Shaoyin Cheng, Weiming Zhang, Xiuwei Shang, Zhenkan Fu

arxiv:2504.21803 v1 · 2025-04-30 · cs.SE · cs.CR

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\usepackage{pith}
\pithnumber{76VLBRC2IDJZKSHCNMBTZOIXKS}

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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

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation

Receipt and verification

First computed	2026-07-05T10:56:29.668022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffaab0c45a40d39548e26b033cb91754ac9c6cd1bc5ae5cfce1353687dcc3b9f

Aliases

arxiv: 2504.21803 · arxiv_version: 2504.21803v1 · doi: 10.48550/arxiv.2504.21803 · pith_short_12: 76VLBRC2IDJZ · pith_short_16: 76VLBRC2IDJZKSHC · pith_short_8: 76VLBRC2

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/76VLBRC2IDJZKSHCNMBTZOIXKS \
  | 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: ffaab0c45a40d39548e26b033cb91754ac9c6cd1bc5ae5cfce1353687dcc3b9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69fa96597e2af43a248d583c19d2997e0d04c91d6f7271f80eb033e23dc6c66c",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-30T17:02:06Z",
    "title_canon_sha256": "fdca02ef101032521fe3a08e64c38597cbcff29e73ceab7d154182ce8bb36525"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21803",
    "kind": "arxiv",
    "version": 1
  }
}