Pith Number

pith:P25EZBB4

pith:2024:P25EZBB4F2MQFJ4TJESKDKOB7X

not attested not anchored not stored refs pending

Patch Synthesis for Property Repair of Deep Neural Networks

Cheng-Chao Huang, Jianan Ma, Lijun Zhang, Pengfei Yang, Renjue Li, Xiaowei Huang, Zhiming Chi

arxiv:2404.01642 v2 · 2024-04-02 · 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{P25EZBB4F2MQFJ4TJESKDKOB7X}

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	2026-07-05T10:08:15.339408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eba4c843c2e9902a7934924a1a9c1fdc94f17bc65cf7bcca0ae0508ef1e5753

Aliases

arxiv: 2404.01642 · arxiv_version: 2404.01642v2 · doi: 10.48550/arxiv.2404.01642 · pith_short_12: P25EZBB4F2MQ · pith_short_16: P25EZBB4F2MQFJ4T · pith_short_8: P25EZBB4

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/P25EZBB4F2MQFJ4TJESKDKOB7X \
  | 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: 7eba4c843c2e9902a7934924a1a9c1fdc94f17bc65cf7bcca0ae0508ef1e5753

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54f97d4118e218bf39b4ed690e7d1535d61a0a7079b6e3eb0b7f93ad955d9de5",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-02T05:16:59Z",
    "title_canon_sha256": "54722b0278fe03227920097dec190939b7b83ef7df0a689c6e1a5769d9fb2104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01642",
    "kind": "arxiv",
    "version": 2
  }
}