Pith. sign in
Pith Number

pith:TIB7SWMI

pith:2023:TIB7SWMIZQWOYS73SSZ76IYXQ2
not attested not anchored not stored refs pending

Leveraging Diffusion-Based Image Variations for Robust Training on Poisoned Data

Clifton Poth, Dominik Hintersdorf, Kristian Kersting, Lukas Struppek, Martin B. Hentschel

arxiv:2310.06372 v2 · 2023-10-10 · cs.CR · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TIB7SWMIZQWOYS73SSZ76IYXQ2}

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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 2026-07-05T07:24:01.126412Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9a03f95988cc2cec4bfb94b3ff23178697237f575ab1918505a68615755c09c6

Aliases

arxiv: 2310.06372 · arxiv_version: 2310.06372v2 · doi: 10.48550/arxiv.2310.06372 · pith_short_12: TIB7SWMIZQWO · pith_short_16: TIB7SWMIZQWOYS73 · pith_short_8: TIB7SWMI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TIB7SWMIZQWOYS73SSZ76IYXQ2 \
  | 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: 9a03f95988cc2cec4bfb94b3ff23178697237f575ab1918505a68615755c09c6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ea5bb258e817a88b65244c8f74ab30bb3a583b8cd25ea2226bcaaad9dd21861",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-10T07:25:06Z",
    "title_canon_sha256": "94208ba336d9273d1d58f5a44b53b238934a95c73497ea64690453eeb7b0f92c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06372",
    "kind": "arxiv",
    "version": 2
  }
}