Pith Number

pith:PV5PWMLA

pith:2025:PV5PWMLA3ED3A76YGJXGRC562D

not attested not anchored not stored refs pending

Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts

Gabriele Dominici, Mateja Jamnik, Mateo Espinosa Zarlenga, Pietro Barbiero, Zohreh Shams

arxiv:2504.17921 v3 · 2025-04-24 · cs.LG · cs.AI · cs.CR · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PV5PWMLA3ED3A76YGJXGRC562D}

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	2026-07-05T11:48:02.931559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d7afb3160d907b07fd8326e688bbed0ff045c52eab70cfcc388fac2c7293811

Aliases

arxiv: 2504.17921 · arxiv_version: 2504.17921v3 · doi: 10.48550/arxiv.2504.17921 · pith_short_12: PV5PWMLA3ED3 · pith_short_16: PV5PWMLA3ED3A76Y · pith_short_8: PV5PWMLA

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/PV5PWMLA3ED3A76YGJXGRC562D \
  | 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: 7d7afb3160d907b07fd8326e688bbed0ff045c52eab70cfcc388fac2c7293811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4b8776bff322d1e9f41f9c13979b33e1bfe4e3f31bf0e1fcc5fc7aeb1cb9790",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-24T20:24:31Z",
    "title_canon_sha256": "8c856e18baf9b0d131e9a51442c5781e10e1a923f02ca9aa7560464258078a45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17921",
    "kind": "arxiv",
    "version": 3
  }
}