Pith Number

pith:JQGLOXNJ

pith:2024:JQGLOXNJDQ2JCBOI2WTJULTC6U

not attested not anchored not stored refs pending

BadGD: A unified data-centric framework to identify gradient descent vulnerabilities

Chi-Hua Wang, Guang Cheng

arxiv:2405.15979 v1 · 2024-05-24 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JQGLOXNJDQ2JCBOI2WTJULTC6U}

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	2026-07-05T08:22:59.737199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c0cb75da91c349105c8d5a69a2e62f51dbc47f1b7bfb25a73c18c61a20d0891

Aliases

arxiv: 2405.15979 · arxiv_version: 2405.15979v1 · doi: 10.48550/arxiv.2405.15979 · pith_short_12: JQGLOXNJDQ2J · pith_short_16: JQGLOXNJDQ2JCBOI · pith_short_8: JQGLOXNJ

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/JQGLOXNJDQ2JCBOI2WTJULTC6U \
  | 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: 4c0cb75da91c349105c8d5a69a2e62f51dbc47f1b7bfb25a73c18c61a20d0891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "684a4088c89d0c3b37cebdc19074255ef5265a6b52bbb9a80618b3c13252eea4",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T23:39:45Z",
    "title_canon_sha256": "3f7213b7ec3012a89d4f2e8fb09f4db6d2788bbbffd1f76c0dd489b4c07c8416"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15979",
    "kind": "arxiv",
    "version": 1
  }
}