Pith Number

pith:AHOV2C7M

pith:2019:AHOV2C7MK4YRYJHUQ7VQWITLUC

not attested not anchored not stored refs pending

On the Adversarial Robustness of Neural Networks without Weight Transport

Mohamed Akrout

arxiv:1908.03560 v2 · 2019-08-09 · 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{AHOV2C7MK4YRYJHUQ7VQWITLUC}

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	2026-07-05T00:09:26.319102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01dd5d0bec57311c24f487eb0b226ba08915e9cdf6dcb2d52c04f841f8c1fa7e

Aliases

arxiv: 1908.03560 · arxiv_version: 1908.03560v2 · doi: 10.48550/arxiv.1908.03560 · pith_short_12: AHOV2C7MK4YR · pith_short_16: AHOV2C7MK4YRYJHU · pith_short_8: AHOV2C7M

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/AHOV2C7MK4YRYJHUQ7VQWITLUC \
  | 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: 01dd5d0bec57311c24f487eb0b226ba08915e9cdf6dcb2d52c04f841f8c1fa7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1106914c8b3c9fd2489950791be6fe7d2df33784056fd452f57f8a277f1d6b0",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-09T17:59:35Z",
    "title_canon_sha256": "12c6bb21db6b13eddf19e1e7c8d3f1f5498f458a2fc31759ed3a356c93530bad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.03560",
    "kind": "arxiv",
    "version": 2
  }
}