Pith Number

pith:WRVULBNJ

pith:2016:WRVULBNJDCUHGPYID2E6MIQGZV

not attested not anchored not stored refs pending

A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples

Lewis Griffin, Thomas Tanay

arxiv:1608.07690 v1 · 2016-08-27 · cs.LG · 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{WRVULBNJDCUHGPYID2E6MIQGZV}

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

Improving Clean Accuracy via a Tangent-Space Perspective on Adversarial Training

Receipt and verification

First computed	2026-05-18T01:07:48.851266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b46b4585a918a8733f081e89e62206cd6660bc79fa416cc09089106f490ae80c

Aliases

arxiv: 1608.07690 · arxiv_version: 1608.07690v1 · doi: 10.48550/arxiv.1608.07690 · pith_short_12: WRVULBNJDCUH · pith_short_16: WRVULBNJDCUHGPYI · pith_short_8: WRVULBNJ

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/WRVULBNJDCUHGPYID2E6MIQGZV \
  | 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: b46b4585a918a8733f081e89e62206cd6660bc79fa416cc09089106f490ae80c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb61b12b7c7176fd792679b732d44594b436e558b07ad09b9f744b0322641296",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-08-27T10:44:54Z",
    "title_canon_sha256": "7ec4e2cf04e3705a2421e02098f8d40e2b42ef2d728d9856ab82795b4d0cb9b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.07690",
    "kind": "arxiv",
    "version": 1
  }
}