Pith Number

pith:VMN4A2N4

pith:2019:VMN4A2N4EC4BDG2WJA6IU7NG77

not attested not anchored not stored refs pending

Privacy Risks of Securing Machine Learning Models against Adversarial Examples

Liwei Song, Prateek Mittal, Reza Shokri

arxiv:1905.10291 v3 · 2019-05-24 · 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{VMN4A2N4EC4BDG2WJA6IU7NG77}

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	2026-07-04T23:59:32.643985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab1bc069bc20b8119b56483c8a7da6ffc6b349c65970250e9b06e7c4a2a8cd2e

Aliases

arxiv: 1905.10291 · arxiv_version: 1905.10291v3 · doi: 10.48550/arxiv.1905.10291 · pith_short_12: VMN4A2N4EC4B · pith_short_16: VMN4A2N4EC4BDG2W · pith_short_8: VMN4A2N4

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/VMN4A2N4EC4BDG2WJA6IU7NG77 \
  | 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: ab1bc069bc20b8119b56483c8a7da6ffc6b349c65970250e9b06e7c4a2a8cd2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df1a3b3dab4967160d31cc909d0bce8f71dce9890b660791dc807955321bda60",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-24T15:37:22Z",
    "title_canon_sha256": "d93aed9beecfe2a2638f32d91bd40770ea6ad9df3063466c75a2501638c0d430"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10291",
    "kind": "arxiv",
    "version": 3
  }
}