Pith Number

pith:TFPQOGKY

pith:2018:TFPQOGKYZ3MLJ4EZXSNJXV34CJ

not attested not anchored not stored refs pending

Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples

Anna Goldenberg, Benjamin Haibe-Kains, David Duvenaud, George A. Adam, Petr Smirnov

arxiv:1808.06645 v2 · 2018-08-20 · cs.LG · cs.CR · 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{TFPQOGKYZ3MLJ4EZXSNJXV34CJ}

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	2026-05-18T00:06:15.923205Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

995f071958ced8b4f099bc9a9bd77c1272bfeec22724405e69cfd5e17690986d

Aliases

arxiv: 1808.06645 · arxiv_version: 1808.06645v2 · doi: 10.48550/arxiv.1808.06645 · pith_short_12: TFPQOGKYZ3ML · pith_short_16: TFPQOGKYZ3MLJ4EZ · pith_short_8: TFPQOGKY

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/TFPQOGKYZ3MLJ4EZXSNJXV34CJ \
  | 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: 995f071958ced8b4f099bc9a9bd77c1272bfeec22724405e69cfd5e17690986d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6885c0533e3f06862ef005778949bb411041eefa17ee6291bcd3c35b7b7468ba",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-20T18:39:04Z",
    "title_canon_sha256": "92f236a886bd17882a8bb2dc9dd82e42fc5bebfce9cdc08d5d7b576458807ff2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.06645",
    "kind": "arxiv",
    "version": 2
  }
}