Pith Number

pith:ZSOCZVTO

pith:2024:ZSOCZVTOALX344NCI7CX5UIZ3R

not attested not anchored not stored refs pending

Behavior Backdoor for Deep Learning Models

Hao Liu, Jiakai Wang, Jian Yang, Pengfei Zhang, Renshuai Tao, Xianglong Liu, Yao Zhao, Yunchao Wei

arxiv:2412.01369 v1 · 2024-12-02 · 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{ZSOCZVTOALX344NCI7CX5UIZ3R}

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	2026-07-05T09:42:58.923400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc9c2cd66e02efbe71a247c57ed119dc5332b2bb0ef678584bf0dcc0049bafad

Aliases

arxiv: 2412.01369 · arxiv_version: 2412.01369v1 · doi: 10.48550/arxiv.2412.01369 · pith_short_12: ZSOCZVTOALX3 · pith_short_16: ZSOCZVTOALX344NC · pith_short_8: ZSOCZVTO

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/ZSOCZVTOALX344NCI7CX5UIZ3R \
  | 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: cc9c2cd66e02efbe71a247c57ed119dc5332b2bb0ef678584bf0dcc0049bafad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "108d592cd31ffc51c0e591976e86e47bd636e06f127fdf4eb7f51bf79a957b3f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-02T10:54:02Z",
    "title_canon_sha256": "46f505b5535f6b025541578d741743b19db493bbc9748f58502e203ffd5847b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01369",
    "kind": "arxiv",
    "version": 1
  }
}