Pith Number

pith:VWC2XCHO

pith:2021:VWC2XCHO7MO7FDRAHTYZ4X2E35

not attested not anchored not stored refs pending

Adversarial defenses via a mixture of generators

Jacek Ma\'ndziuk, Maciej \.Zelaszczyk

arxiv:2110.02364 v1 · 2021-10-05 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VWC2XCHO7MO7FDRAHTYZ4X2E35}

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	2026-07-05T04:48:08.358768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad85ab88eefb1df28e203cf19e5f44df4cb0ba86095498d41a4c2e4c60da805e

Aliases

arxiv: 2110.02364 · arxiv_version: 2110.02364v1 · doi: 10.48550/arxiv.2110.02364 · pith_short_12: VWC2XCHO7MO7 · pith_short_16: VWC2XCHO7MO7FDRA · pith_short_8: VWC2XCHO

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/VWC2XCHO7MO7FDRAHTYZ4X2E35 \
  | 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: ad85ab88eefb1df28e203cf19e5f44df4cb0ba86095498d41a4c2e4c60da805e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e75905663415a6829ffdc8303c0c78a2e11e405da1f26ee0e1a6e85a866fcf",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-05T21:27:50Z",
    "title_canon_sha256": "e475dab6db5fcdfb88f0442ff207bccbc01262b8e817e0756d05fc03b3f34f99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02364",
    "kind": "arxiv",
    "version": 1
  }
}