Pith Number

pith:SOFCWOEO

pith:2021:SOFCWOEO65WXQAUJRVR7TNWDHG

not attested not anchored not stored refs pending

Advances in adversarial attacks and defenses in computer vision: A survey

Ajmal Mian, Mubarak Shah, Naveed Akhtar, Navid Kardan

arxiv:2108.00401 v2 · 2021-08-01 · cs.CV · cs.CR · cs.CY · 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{SOFCWOEO65WXQAUJRVR7TNWDHG}

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

3 papers in Pith

MAPE: Defending Against Transferable Adversarial Attacks Using Multi-Source Adversarial Perturbations Elimination

Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications

Laundering AI Authority with Adversarial Examples

Receipt and verification

First computed	2026-07-05T03:10:54.772226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

938a2b388ef76d7802898d63f9b6c3399a7e1255a442755ae05ac46ff4cbd42f

Aliases

arxiv: 2108.00401 · arxiv_version: 2108.00401v2 · doi: 10.48550/arxiv.2108.00401 · pith_short_12: SOFCWOEO65WX · pith_short_16: SOFCWOEO65WXQAUJ · pith_short_8: SOFCWOEO

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/SOFCWOEO65WXQAUJRVR7TNWDHG \
  | 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: 938a2b388ef76d7802898d63f9b6c3399a7e1255a442755ae05ac46ff4cbd42f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b48f5a562717cfffa4cbf58ccb4e3b98827e3f43c98c885a46afd826bd71891",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-08-01T08:54:47Z",
    "title_canon_sha256": "240db9a376ad7bd1a742053e9de9700a8e8957e15016e1e855bf19196a1cc68f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.00401",
    "kind": "arxiv",
    "version": 2
  }
}