Pith Number

pith:S4MQV6AY

pith:2021:S4MQV6AYF4FENAF6JGIH5Q6G2Y

not attested not anchored not stored refs pending

On the Adversarial Robustness of Quantized Neural Networks

Cory Merkel, James Smith, Micah Gorsline

arxiv:2105.00227 v1 · 2021-05-01 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4MQV6AYF4FENAF6JGIH5Q6G2Y}

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

Boundary-Aware Quantization: Finite-Scale Decision Geometry of Neural Classifiers

Receipt and verification

First computed	2026-07-05T03:50:14.709655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97190af8182f0a4680be49907ec3c6d63765772068a04e52f2b1be51ff3ad891

Aliases

arxiv: 2105.00227 · arxiv_version: 2105.00227v1 · doi: 10.48550/arxiv.2105.00227 · pith_short_12: S4MQV6AYF4FE · pith_short_16: S4MQV6AYF4FENAF6 · pith_short_8: S4MQV6AY

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/S4MQV6AYF4FENAF6JGIH5Q6G2Y \
  | 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: 97190af8182f0a4680be49907ec3c6d63765772068a04e52f2b1be51ff3ad891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53d353d3b96e616b8fd4d4ae8ea40e0b27aacd320699591dce6dee41c91e13d4",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-01T11:46:35Z",
    "title_canon_sha256": "2309d5bb8b93fd4fbc9be33be5fed04a1b3256d068bd22d4f1ee59409179b730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.00227",
    "kind": "arxiv",
    "version": 1
  }
}