Pith Number

pith:3UB7SA6Q

pith:2023:3UB7SA6QFEHSQKKV7IL5XWTKAF

not attested not anchored not stored refs pending

The GANfather: Controllable generation of malicious activity to improve defence systems

David Apar\'icio, Jacopo Bono, Jo\~ao Tiago Ascens\~ao, Pedro Bizarro, Pedro Ribeiro, Ricardo Ribeiro Pereira

arxiv:2307.13787 v1 · 2023-07-25 · 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{3UB7SA6QFEHSQKKV7IL5XWTKAF}

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

2 papers in Pith

MICA: Multivariate Infini Compressive Attention for Time Series Forecasting

Receipt and verification

First computed	2026-07-05T06:34:52.608592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd03f903d0290f282955fa17dbda6a0167b79daa22f8539bda6d132c7811f925

Aliases

arxiv: 2307.13787 · arxiv_version: 2307.13787v1 · doi: 10.48550/arxiv.2307.13787 · pith_short_12: 3UB7SA6QFEHS · pith_short_16: 3UB7SA6QFEHSQKKV · pith_short_8: 3UB7SA6Q

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/3UB7SA6QFEHSQKKV7IL5XWTKAF \
  | 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: dd03f903d0290f282955fa17dbda6a0167b79daa22f8539bda6d132c7811f925

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d31fe84c57c1506840fba414a5accc7ad043da2d4dc0cda20e2ad3e583e33a68",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-25T19:45:46Z",
    "title_canon_sha256": "de4ecd820b68e31403bb4f84f578f07a5a7617e0d52ee437e6c64cf0963da7b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.13787",
    "kind": "arxiv",
    "version": 1
  }
}