Pith Number

pith:P6RZ7SEF

pith:2014:P6RZ7SEF4T7FCEAF77LQ5TVTF7

not attested not anchored not stored refs pending

Towards Deep Neural Network Architectures Robust to Adversarial Examples

Luca Rigazio, Shixiang Gu

arxiv:1412.5068 v4 · 2014-12-11 · cs.LG · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6RZ7SEF4T7FCEAF77LQ5TVTF7}

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

2 papers in Pith

Scaling Laws for Reward Model Overoptimization

Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Receipt and verification

First computed	2026-05-18T02:19:07.994550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fa39fc885e4fe511005ffd70eceb32fde51ea6b5dda6ca75bd616c6c1b404f0

Aliases

arxiv: 1412.5068 · arxiv_version: 1412.5068v4 · doi: 10.48550/arxiv.1412.5068 · pith_short_12: P6RZ7SEF4T7F · pith_short_16: P6RZ7SEF4T7FCEAF · pith_short_8: P6RZ7SEF

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/P6RZ7SEF4T7FCEAF77LQ5TVTF7 \
  | 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: 7fa39fc885e4fe511005ffd70eceb32fde51ea6b5dda6ca75bd616c6c1b404f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38ca0fcd2c54d4bb59e45e6bc23337bb71730f123fb5bec73e65e2d111519a3d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-12-11T23:03:49Z",
    "title_canon_sha256": "ce8300c50285067eff6582004f6c255490cd95d2cb0a934ba633a44b758e6e77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.5068",
    "kind": "arxiv",
    "version": 4
  }
}