Pith Number

pith:YWYL5HAS

pith:2018:YWYL5HASS6KPOZ76GOTZN6PIE3

not attested not anchored not stored refs pending

Prior Networks for Detection of Adversarial Attacks

Andrey Malinin, Mark Gales

arxiv:1812.02575 v1 · 2018-12-06 · 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{YWYL5HASS6KPOZ76GOTZN6PIE3}

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	2026-05-17T23:58:55.070500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5b0be9c129794f767fe33a796f9e826cf6531d572e9a05b8a42901f4fe6cdc6

Aliases

arxiv: 1812.02575 · arxiv_version: 1812.02575v1 · doi: 10.48550/arxiv.1812.02575 · pith_short_12: YWYL5HASS6KP · pith_short_16: YWYL5HASS6KPOZ76 · pith_short_8: YWYL5HAS

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/YWYL5HASS6KPOZ76GOTZN6PIE3 \
  | 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: c5b0be9c129794f767fe33a796f9e826cf6531d572e9a05b8a42901f4fe6cdc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9413939d073652e25f4c620870a8422cc6dcb5ec62be9b3cfbfdbe8d3193f61b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-06T14:59:29Z",
    "title_canon_sha256": "3f89946272c70459281b01f11a71bee83dc64c1ffbfcbc55fdba9581b6473f7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02575",
    "kind": "arxiv",
    "version": 1
  }
}