Pith Number

pith:Q3FUIXNZ

pith:2019:Q3FUIXNZNPPWTXZW5SSRSTNO2M

not attested not anchored not stored refs pending

Transferable Clean-Label Poisoning Attacks on Deep Neural Nets

Ali Shafahi, Chen Zhu, Christoph Studer, Gavin Taylor, Hengduo Li, Tom Goldstein, W. Ronny Huang

arxiv:1905.05897 v2 · 2019-05-15 · stat.ML · cs.CR · 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{Q3FUIXNZNPPWTXZW5SSRSTNO2M}

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	2026-05-17T23:46:02.872435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86cb445db96bdf69df36eca5194daed334262da6ff365f2d04a45227d3345e66

Aliases

arxiv: 1905.05897 · arxiv_version: 1905.05897v2 · doi: 10.48550/arxiv.1905.05897 · pith_short_12: Q3FUIXNZNPPW · pith_short_16: Q3FUIXNZNPPWTXZW · pith_short_8: Q3FUIXNZ

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/Q3FUIXNZNPPWTXZW5SSRSTNO2M \
  | 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: 86cb445db96bdf69df36eca5194daed334262da6ff365f2d04a45227d3345e66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebbad9014f43c8e44234b1c06bea2a5f558f51978014f5c8bc4b154520011bef",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-15T00:15:01Z",
    "title_canon_sha256": "5888c1b7d19d0a4b32261f0c2c75bffa4ddb224f85f344c912bc26355c56261b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05897",
    "kind": "arxiv",
    "version": 2
  }
}