Pith Number

pith:6LBO4KLC

pith:2023:6LBO4KLCAKUDC4RN3N4HW6MLDF

not attested not anchored not stored refs pending

TAPS: Connecting Certified and Adversarial Training

Marc Fischer, Mark Niklas M\"uller, Martin Vechev, Yuhao Mao

arxiv:2305.04574 v2 · 2023-05-08 · 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{6LBO4KLCAKUDC4RN3N4HW6MLDF}

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	2026-07-05T07:04:46.837149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2c2ee296202a831722ddb787b798b1963b30909667363fae30619a261e27ea1

Aliases

arxiv: 2305.04574 · arxiv_version: 2305.04574v2 · doi: 10.48550/arxiv.2305.04574 · pith_short_12: 6LBO4KLCAKUD · pith_short_16: 6LBO4KLCAKUDC4RN · pith_short_8: 6LBO4KLC

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/6LBO4KLCAKUDC4RN3N4HW6MLDF \
  | 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: f2c2ee296202a831722ddb787b798b1963b30909667363fae30619a261e27ea1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e45982dd178607ecfd4a0f85bf691fcec6a8a1617fb0b06884108a126f2af75",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-08T09:32:05Z",
    "title_canon_sha256": "4d5727b4b0d2653527c17d866e43f1b6d7aa40916e5580b1fd5141b9512559e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04574",
    "kind": "arxiv",
    "version": 2
  }
}