Pith Number

pith:FFTF56HN

pith:2021:FFTF56HNX7NDXUMPKMB3AQ5Z5I

not attested not anchored not stored refs pending

Real-time Detection of Practical Universal Adversarial Perturbations

Emil C. Lupu, Kenneth T. Co, Leslie Kanthan, Luis Mu\~noz-Gonz\'alez

arxiv:2105.07334 v2 · 2021-05-16 · cs.LG · cs.AI · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FFTF56HNX7NDXUMPKMB3AQ5Z5I}

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

SpaNN: Detecting Multiple Adversarial Patches on CNNs by Spanning Saliency Thresholds

Receipt and verification

First computed	2026-07-05T02:42:30.902446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29665ef8edbfda3bd18f5303b043b9ea0b6d580b6474080386b5fa9f1c5f9404

Aliases

arxiv: 2105.07334 · arxiv_version: 2105.07334v2 · doi: 10.48550/arxiv.2105.07334 · pith_short_12: FFTF56HNX7ND · pith_short_16: FFTF56HNX7NDXUMP · pith_short_8: FFTF56HN

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/FFTF56HNX7NDXUMPKMB3AQ5Z5I \
  | 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: 29665ef8edbfda3bd18f5303b043b9ea0b6d580b6474080386b5fa9f1c5f9404

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ff5b7a9d896b75ca9414f004bec1b783a052d74f7fbc036be10a0c418184cd3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-16T03:01:29Z",
    "title_canon_sha256": "a94f0b0c685fbc13f7c2e5a6e8840c7c788f2cc1217702064ae7ec308f852e08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.07334",
    "kind": "arxiv",
    "version": 2
  }
}