Pith Number

pith:KXEZ6WSY

pith:2019:KXEZ6WSYJHKGUZRL7XT24KWJHL

not attested not anchored not stored refs pending

Defeating Misclassification Attacks Against Transfer Learning

Bang Wu, Carsten Rudolph, Cong Wang, Shuo Wang, Xiangwen Yang, Xingliang Yuan

arxiv:1908.11230 v4 · 2019-08-29 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KXEZ6WSYJHKGUZRL7XT24KWJHL}

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	2026-07-05T03:55:24.140457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55c99f5a5849d46a662bfde7ae2ac93ad44b165c64eb148691928db8980fa6e5

Aliases

arxiv: 1908.11230 · arxiv_version: 1908.11230v4 · doi: 10.48550/arxiv.1908.11230 · pith_short_12: KXEZ6WSYJHKG · pith_short_16: KXEZ6WSYJHKGUZRL · pith_short_8: KXEZ6WSY

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/KXEZ6WSYJHKGUZRL7XT24KWJHL \
  | 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: 55c99f5a5849d46a662bfde7ae2ac93ad44b165c64eb148691928db8980fa6e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f759bc39e9b09307a27d073cc843998f33a4e9d2b0541998d77a2a660bb1279b",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-29T13:54:08Z",
    "title_canon_sha256": "87fe81c9e6000eba862c7888912055a358049a70b68277ac639bcbf2b484ba33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.11230",
    "kind": "arxiv",
    "version": 4
  }
}