Pith Number

pith:DKRIAPUZ

pith:2023:DKRIAPUZIUPZSVCIES37BMYOK6

not attested not anchored not stored refs pending

Securing Biomedical Images from Unauthorized Training with Anti-Learning Perturbation

Haohui Ye, Kai Zhang, Lichao Sun, Yixin Liu

arxiv:2303.02559 v1 · 2023-03-05 · cs.LG · cs.CR · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DKRIAPUZIUPZSVCIES37BMYOK6}

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

Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle

Receipt and verification

First computed	2026-07-05T05:48:12.864974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aa2803e99451f99544824b7f0b30e57ae39fac2e312271d861bf3cb3e255992

Aliases

arxiv: 2303.02559 · arxiv_version: 2303.02559v1 · doi: 10.48550/arxiv.2303.02559 · pith_short_12: DKRIAPUZIUPZ · pith_short_16: DKRIAPUZIUPZSVCI · pith_short_8: DKRIAPUZ

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/DKRIAPUZIUPZSVCIES37BMYOK6 \
  | 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: 1aa2803e99451f99544824b7f0b30e57ae39fac2e312271d861bf3cb3e255992

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1014ba2e6d7cdf319db555c8ac8289b96bc8d7ee79e2d13d2c314eb1ba65f828",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-05T03:09:03Z",
    "title_canon_sha256": "62c4379f822f9e53bf2c6a57d8c8c328fba735c020f702fbbea72173f4c5468b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02559",
    "kind": "arxiv",
    "version": 1
  }
}