Pith Number

pith:XK4CQTHA

pith:2023:XK4CQTHACU735MG3WYHLCUIOSN

not attested not anchored not stored refs pending

Exploring Model Dynamics for Accumulative Poisoning Discovery

Bo Han, Chao Du, Jiangchao Yao, Jianing Zhu, Liang Wang, Li He, Shuo Yuan, Tongliang Liu, Xiawei Guo

arxiv:2306.03726 v1 · 2023-06-06 · 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{XK4CQTHACU735MG3WYHLCUIOSN}

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	2026-07-05T06:18:01.353876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bab8284ce0153fbeb0dbb60eb1510e9374b7064f272a6ce2f6b67a3167063eae

Aliases

arxiv: 2306.03726 · arxiv_version: 2306.03726v1 · doi: 10.48550/arxiv.2306.03726 · pith_short_12: XK4CQTHACU73 · pith_short_16: XK4CQTHACU735MG3 · pith_short_8: XK4CQTHA

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/XK4CQTHACU735MG3WYHLCUIOSN \
  | 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: bab8284ce0153fbeb0dbb60eb1510e9374b7064f272a6ce2f6b67a3167063eae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "020feaa1ff902c428de76336367815f33ec6988c637900ecf4029754e1d75624",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T14:45:24Z",
    "title_canon_sha256": "7ba7f995f550a3b545f798209784de5ec67c9aecb0cb6a267bd9054a3c73956c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03726",
    "kind": "arxiv",
    "version": 1
  }
}