Pith Number

pith:323LUA2J

pith:2021:323LUA2JAJCV5CCXKPUY26HNXW

not attested not anchored not stored refs pending

Taxonomy of Machine Learning Safety: A Survey and Primer

Chaowei Xiao, Haotao Wang, Jay Yadawa, Sina Mohseni, Zhangyang Wang, Zhiding Yu

arxiv:2106.04823 v2 · 2021-06-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{323LUA2JAJCV5CCXKPUY26HNXW}

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.

Cited by

1 paper in Pith

Revisiting Energy-Based Model for Out-of-Distribution Detection

Receipt and verification

First computed	2026-07-05T04:02:38.976481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

deb6ba034902455e885753e98d78edbdb9a83cd783257081abfc1f13cb59edf1

Aliases

arxiv: 2106.04823 · arxiv_version: 2106.04823v2 · doi: 10.48550/arxiv.2106.04823 · pith_short_12: 323LUA2JAJCV · pith_short_16: 323LUA2JAJCV5CCX · pith_short_8: 323LUA2J

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/323LUA2JAJCV5CCXKPUY26HNXW \
  | 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: deb6ba034902455e885753e98d78edbdb9a83cd783257081abfc1f13cb59edf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a82c81407b06a7f72494e79a97691ec05b9ccbc87eb7fe55aa3f65bb1fc60c3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-09T05:56:42Z",
    "title_canon_sha256": "e4cef7c865976e77f081e44a67c02e5b0a609942dde4c4350e67071df4be80ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04823",
    "kind": "arxiv",
    "version": 2
  }
}