Pith Number

pith:HQ2KNFP2

pith:2024:HQ2KNFP2MWC5KMQXBPJIZC6NIS

not attested not anchored not stored refs pending

Adversarial Attack Against Images Classification based on Generative Adversarial Networks

Yahe Yang

arxiv:2412.16662 v2 · 2024-12-21 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQ2KNFP2MWC5KMQXBPJIZC6NIS}

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

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems

Receipt and verification

First computed	2026-07-05T09:53:47.638193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c34a695fa6585d532170bd28c8bcd4499b73132ac2c741ec4a359c70f41e1d0

Aliases

arxiv: 2412.16662 · arxiv_version: 2412.16662v2 · doi: 10.48550/arxiv.2412.16662 · pith_short_12: HQ2KNFP2MWC5 · pith_short_16: HQ2KNFP2MWC5KMQX · pith_short_8: HQ2KNFP2

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/HQ2KNFP2MWC5KMQXBPJIZC6NIS \
  | 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: 3c34a695fa6585d532170bd28c8bcd4499b73132ac2c741ec4a359c70f41e1d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "865414f142a61680f2220d5e15746c175a77749a4aaae0289281bf22ebb604a4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-21T15:23:34Z",
    "title_canon_sha256": "548504fcc68e1c720a1efee7ce40dbd851ba720ad5d67f6b163582c019fd62cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16662",
    "kind": "arxiv",
    "version": 2
  }
}