Pith Number

pith:ODFKEU2H

pith:2025:ODFKEU2HM34W3BR3JPMJKWIFJV

not attested not anchored not stored refs pending

NT-ML: Backdoor Defense via Non-target Label Training and Mutual Learning

Katinka Wolter, Wenjie Huo

arxiv:2508.05404 v1 · 2025-08-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODFKEU2HM34W3BR3JPMJKWIFJV}

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	2026-07-05T11:50:12.498134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70caa2534766f96d863b4bd89559054d56002d98389e704cfc964f5ebc929dc7

Aliases

arxiv: 2508.05404 · arxiv_version: 2508.05404v1 · doi: 10.48550/arxiv.2508.05404 · pith_short_12: ODFKEU2HM34W · pith_short_16: ODFKEU2HM34W3BR3 · pith_short_8: ODFKEU2H

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/ODFKEU2HM34W3BR3JPMJKWIFJV \
  | 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: 70caa2534766f96d863b4bd89559054d56002d98389e704cfc964f5ebc929dc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30870555299e5ee0cae97e48e50961398a86cae84b6f97a579ea43c9e502d0df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-07T13:56:54Z",
    "title_canon_sha256": "c68c873a2c30e1c322c2534ba937ecae46f4d6261fdebfb9f7884b469dc69179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05404",
    "kind": "arxiv",
    "version": 1
  }
}