Pith Number

pith:JUHND5XE

pith:2017:JUHND5XE5BKYUOKMLMLAF3HOBT

not attested not anchored not stored refs pending

Detecting Adversarial Samples from Artifacts

Andrew B. Gardner, Reuben Feinman, Ryan R. Curtin, Saurabh Shintre

arxiv:1703.00410 v3 · 2017-03-01 · stat.ML · 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{JUHND5XE5BKYUOKMLMLAF3HOBT}

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

3 papers in Pith

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models

Stateful Detection of Black-Box Adversarial Attacks

Spectrally unstable nodes drive reliability failures in graph learning

Receipt and verification

First computed	2026-05-18T00:30:28.457541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d0ed1f6e4e8558a394c5b1602ecee0cc2321fe441e624ca07bfd4f879e6fbcb

Aliases

arxiv: 1703.00410 · arxiv_version: 1703.00410v3 · doi: 10.48550/arxiv.1703.00410 · pith_short_12: JUHND5XE5BKY · pith_short_16: JUHND5XE5BKYUOKM · pith_short_8: JUHND5XE

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/JUHND5XE5BKYUOKMLMLAF3HOBT \
  | 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: 4d0ed1f6e4e8558a394c5b1602ecee0cc2321fe441e624ca07bfd4f879e6fbcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dcecc4e2ea2a83a5ad31e6d381a1d992868357818d2a97c380bee37e51523d8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-01T17:43:10Z",
    "title_canon_sha256": "db6437cb7ca7ef6b6f559f54cda508bff4e67abf68e04629928f933274e16c77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.00410",
    "kind": "arxiv",
    "version": 3
  }
}