Pith Number

pith:ECPHNOUN

pith:2019:ECPHNOUN4JBV34AOPLA2W7BPNH

not attested not anchored not stored refs pending

On the security relevance of weights in deep learning

Dietrich Klakow, Kathrin Grosse, Marius Mosbach, Michael Backes, Thomas A. Trost

arxiv:1902.03020 v2 · 2019-02-08 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ECPHNOUN4JBV34AOPLA2W7BPNH}

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

Universal Adversarial Audio Perturbations

Receipt and verification

First computed	2026-07-05T01:55:05.621237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

209e76ba8de2435df00e7ac1ab7c2f69ea20a928ebb74bb0122e323c1f4b9272

Aliases

arxiv: 1902.03020 · arxiv_version: 1902.03020v2 · doi: 10.48550/arxiv.1902.03020 · pith_short_12: ECPHNOUN4JBV · pith_short_16: ECPHNOUN4JBV34AO · pith_short_8: ECPHNOUN

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/ECPHNOUN4JBV34AOPLA2W7BPNH \
  | 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: 209e76ba8de2435df00e7ac1ab7c2f69ea20a928ebb74bb0122e323c1f4b9272

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5402ddc33276d0981080bd5420660d85a40143b9ff96c367d263ade393ab307d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-02-08T11:14:08Z",
    "title_canon_sha256": "4102a69b4284d826206cd6f9cf6df504257fa8f365f842870c08d1ea57163adf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03020",
    "kind": "arxiv",
    "version": 2
  }
}