Pith Number

pith:TP5NTQQU

pith:2019:TP5NTQQUNU5OUMKWREKTGWLH45

not attested not anchored not stored refs pending

On the Sensitivity of Adversarial Robustness to Input Data Distributions

Gavin Weiguang Ding, Kry Yik Chau Lui, Luyu Wang, Ruitong Huang, Xiaomeng Jin

arxiv:1902.08336 v1 · 2019-02-22 · cs.LG · cs.CR · cs.CV · 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{TP5NTQQUNU5OUMKWREKTGWLH45}

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	2026-05-17T23:52:57.599887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bfad9c2146d3aea31568915335967e77a2be5ddb353dda1ab5acd5cdb2a175c

Aliases

arxiv: 1902.08336 · arxiv_version: 1902.08336v1 · doi: 10.48550/arxiv.1902.08336 · pith_short_12: TP5NTQQUNU5O · pith_short_16: TP5NTQQUNU5OUMKW · pith_short_8: TP5NTQQU

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/TP5NTQQUNU5OUMKWREKTGWLH45 \
  | 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: 9bfad9c2146d3aea31568915335967e77a2be5ddb353dda1ab5acd5cdb2a175c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29d405d48b0ad68df4ffef4e7d02e6ef09702c5bfc42d22d993dfb8fc3e577e6",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-22T02:03:17Z",
    "title_canon_sha256": "b13e851f4ed58602bd2dc0abaac6861589c7b88a23da11c53f209330dc6ce180"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.08336",
    "kind": "arxiv",
    "version": 1
  }
}