Pith Number

pith:6FKW3ROL

pith:2018:6FKW3ROLZ4WOSD2TIXD4V5BSXW

not attested not anchored not stored refs pending

Secure Deep Learning Engineering: A Software Quality Assurance Perspective

Bo Li, Felix Juefei-Xu, Jianjun Zhao, Jianxiong Yin, Lei Ma, Minhui Xue, Qiang Hu, Sen Chen, Simon See, Yang Liu

arxiv:1810.04538 v1 · 2018-10-10 · cs.SE · cs.AI · cs.CR · 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{6FKW3ROLZ4WOSD2TIXD4V5BSXW}

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	2026-05-18T00:03:39.799173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1556dc5cbcf2ce90f5345c7caf432bdb44de5500b107537d6c8bb60a2c72464

Aliases

arxiv: 1810.04538 · arxiv_version: 1810.04538v1 · doi: 10.48550/arxiv.1810.04538 · pith_short_12: 6FKW3ROLZ4WO · pith_short_16: 6FKW3ROLZ4WOSD2T · pith_short_8: 6FKW3ROL

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/6FKW3ROLZ4WOSD2TIXD4V5BSXW \
  | 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: f1556dc5cbcf2ce90f5345c7caf432bdb44de5500b107537d6c8bb60a2c72464

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9515f19ba434c049729cbbd58eee672597cbb551177e50b93d51fdee25ca13e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-10-10T14:04:08Z",
    "title_canon_sha256": "680a2404bd55265301aa8b5246d8dd489bb8a942e86dc8a3ee74999fff8615d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.04538",
    "kind": "arxiv",
    "version": 1
  }
}