Pith Number

pith:L7W4FMT4

pith:2017:L7W4FMT4I6PRMZPFX6E22CFAQ5

not attested not anchored not stored refs pending

Robustness to Adversarial Examples through an Ensemble of Specialists

Christian Gagn\'e, Mahdieh Abbasi

arxiv:1702.06856 v3 · 2017-02-22 · cs.NE · 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{L7W4FMT4I6PRMZPFX6E22CFAQ5}

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	2026-05-18T00:48:59.279426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fedc2b27c479f1665e5bf89ad08a0876a010f0e7f600b477d24be0055de2490

Aliases

arxiv: 1702.06856 · arxiv_version: 1702.06856v3 · doi: 10.48550/arxiv.1702.06856 · pith_short_12: L7W4FMT4I6PR · pith_short_16: L7W4FMT4I6PRMZPF · pith_short_8: L7W4FMT4

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/L7W4FMT4I6PRMZPFX6E22CFAQ5 \
  | 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: 5fedc2b27c479f1665e5bf89ad08a0876a010f0e7f600b477d24be0055de2490

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ace2ced3c10b18b12c1f003fa4f2ef875c84bdcfac1aced0cdbd46117fb2603",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2017-02-22T15:37:50Z",
    "title_canon_sha256": "90ac2cb576974f74f84f8c3a92c0ed247e4a37d4adb81d46810fe6bdfd40516d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.06856",
    "kind": "arxiv",
    "version": 3
  }
}