Pith Number

pith:FFKVT34J

pith:2024:FFKVT34JHRCQT54GPUN3O6EPWS

not attested not anchored not stored refs pending

Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks

Hsuan-Tien Lin, Jayden Lin, Oscar Chew, Po-Yi Lu

arxiv:2408.15721 v1 · 2024-08-28 · cs.CV

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\usepackage{pith}
\pithnumber{FFKVT34JHRCQT54GPUN3O6EPWS}

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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.

Cited by

1 paper in Pith

Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models

Receipt and verification

First computed	2026-07-05T09:00:16.333102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

295559ef893c4509f7867d1bb7788fb4a8bf7572954bd45faac16ec047e3452a

Aliases

arxiv: 2408.15721 · arxiv_version: 2408.15721v1 · doi: 10.48550/arxiv.2408.15721 · pith_short_12: FFKVT34JHRCQ · pith_short_16: FFKVT34JHRCQT54G · pith_short_8: FFKVT34J

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/FFKVT34JHRCQT54GPUN3O6EPWS \
  | 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: 295559ef893c4509f7867d1bb7788fb4a8bf7572954bd45faac16ec047e3452a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b245cbecf04461b203ea23e175feaf348d05235a9a8e216caba3fd40e1a63480",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-28T11:36:43Z",
    "title_canon_sha256": "c8b0436676678327777244c57ed883bd474b82f528da1fb54261cb196a6e0e42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15721",
    "kind": "arxiv",
    "version": 1
  }
}