Pith Number

pith:NLOPOBWL

pith:2018:NLOPOBWLDW2WJJFNIBIF2IAWSF

not attested not anchored not stored refs pending

When Not to Classify: Detection of Reverse Engineering Attacks on DNN Image Classifiers

David J. Miller, George Kesidis, Yujia Wang

arxiv:1811.02658 v1 · 2018-10-31 · cs.CV · 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{NLOPOBWLDW2WJJFNIBIF2IAWSF}

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	2026-05-18T00:01:21.113367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6adcf706cb1db564a4ad40505d2016917ec23068fff6b7aee7dba4082b6416d0

Aliases

arxiv: 1811.02658 · arxiv_version: 1811.02658v1 · doi: 10.48550/arxiv.1811.02658 · pith_short_12: NLOPOBWLDW2W · pith_short_16: NLOPOBWLDW2WJJFN · pith_short_8: NLOPOBWL

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/NLOPOBWLDW2WJJFNIBIF2IAWSF \
  | 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: 6adcf706cb1db564a4ad40505d2016917ec23068fff6b7aee7dba4082b6416d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70d6b24229fe7a5c71646092d899e01bbd306be9fe23a26681a655ef842a4244",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-10-31T20:59:49Z",
    "title_canon_sha256": "9ba4ffe712f44ded258922a3688585f3577acd67f66d551511dfb0ad3aa8b67c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.02658",
    "kind": "arxiv",
    "version": 1
  }
}