Pith Number

pith:WR7Q4ZSP

pith:2024:WR7Q4ZSPKJ4NPQUYO5D7RK6TME

not attested not anchored not stored refs pending

Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks

Arindam Basu, Dashan Shang, Kwunhang Wong, Ning Lin, Shaocong Wang, Xiaoming Chen, Yangu He, Yue Zhang, Zhongrui Wang

arxiv:2406.14863 v1 · 2024-06-21 · cs.CR · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WR7Q4ZSPKJ4NPQUYO5D7RK6TME}

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

CHIP: Chameleon Hash-based Irreversible Passport for Robust Deep Model Ownership Verification and Active Usage Control

Receipt and verification

First computed	2026-07-05T08:35:09.519768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47f0e664f5278d7c2987747f8abd3610b5dc4dcd8f05f7d9de8fb2a5319d0c1

Aliases

arxiv: 2406.14863 · arxiv_version: 2406.14863v1 · doi: 10.48550/arxiv.2406.14863 · pith_short_12: WR7Q4ZSPKJ4N · pith_short_16: WR7Q4ZSPKJ4NPQUY · pith_short_8: WR7Q4ZSP

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/WR7Q4ZSPKJ4NPQUYO5D7RK6TME \
  | 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: b47f0e664f5278d7c2987747f8abd3610b5dc4dcd8f05f7d9de8fb2a5319d0c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f35ce874612b01a277cf8ac43689981f6342c960a50b5f4b226d13f52ebcd53",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-21T04:49:17Z",
    "title_canon_sha256": "742fdd8edb0b7a14e28a676cc582d3140fbee75ab6b290d1f1baa2a6ea490333"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14863",
    "kind": "arxiv",
    "version": 1
  }
}