Pith. sign in
Pith Number

pith:Z6FP3MKW

pith:2023:Z6FP3MKWSVSKFEIDUSMG6HWWYO
not attested not anchored not stored refs pending

DiffDefense: Defending against Adversarial Attacks via Diffusion Models

Alberto Del Bimbo, Hondamunige Prasanna Silva, Lorenzo Seidenari

arxiv:2309.03702 v1 · 2023-09-07 · cs.LG · cs.CR · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Z6FP3MKWSVSKFEIDUSMG6HWWYO}

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 2026-07-05T06:48:40.853287Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cf8afdb1569564a29103a4986f1ed6c38f37a913dd523e6d42aaf4a9004909ae

Aliases

arxiv: 2309.03702 · arxiv_version: 2309.03702v1 · doi: 10.48550/arxiv.2309.03702 · pith_short_12: Z6FP3MKWSVSK · pith_short_16: Z6FP3MKWSVSKFEID · pith_short_8: Z6FP3MKW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z6FP3MKWSVSKFEIDUSMG6HWWYO \
  | 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: cf8afdb1569564a29103a4986f1ed6c38f37a913dd523e6d42aaf4a9004909ae
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "588884a3ec22ec3c1178d8303955e2aa3348d5a94e34c39842678c19fba91b40",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-07T13:28:36Z",
    "title_canon_sha256": "f51212a706bfc0882f075c31e094936d6727dc672cbc59a3faa31dff44e5f21f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03702",
    "kind": "arxiv",
    "version": 1
  }
}