Pith Number

pith:FVIEL2D7

pith:2019:FVIEL2D7E75GKIICCXUKCRW33R

not attested not anchored not stored refs pending

Deep Probabilistic Models to Detect Data Poisoning Attacks

Ibrahima J. Ndiour, Mahesh Subedar, Nilesh Ahuja, Omesh Tickoo, Ranganath Krishnan

arxiv:1912.01206 v1 · 2019-12-03 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVIEL2D7E75GKIICCXUKCRW33R}

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

1 paper in Pith

A Survey of Secure Semantic Communications

Receipt and verification

First computed	2026-07-05T00:23:28.109732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d5045e87f27fa65210215e8a146dbdc5e42010c0b8dab05d32f79a0bb5cb619

Aliases

arxiv: 1912.01206 · arxiv_version: 1912.01206v1 · doi: 10.48550/arxiv.1912.01206 · pith_short_12: FVIEL2D7E75G · pith_short_16: FVIEL2D7E75GKIIC · pith_short_8: FVIEL2D7

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/FVIEL2D7E75GKIICCXUKCRW33R \
  | 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: 2d5045e87f27fa65210215e8a146dbdc5e42010c0b8dab05d32f79a0bb5cb619

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c57a1ab180f00f610362b9655980d9df139c17d91a19ed9476d43a8cc512061f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-03T05:58:51Z",
    "title_canon_sha256": "de6cc99d872bdde32815d7eb28c3f88c405de5eb53967492b916d72fc7b61bda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.01206",
    "kind": "arxiv",
    "version": 1
  }
}