Pith Number

pith:MB7NZAXC

pith:2023:MB7NZAXCSSVMFX4G75UBKE2JZJ

not attested not anchored not stored refs pending

Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks

Aounon Kumar, Atoosa Chegini, Keivan Rezaei, Mehrdad Saberi, Soheil Feizi, Vinu Sankar Sadasivan, Wenxiao Wang

arxiv:2310.00076 v2 · 2023-09-29 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MB7NZAXCSSVMFX4G75UBKE2JZJ}

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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

4 papers in Pith

Compositional Adversarial Training for Robust Visual Watermarking

Authenticated Contradictions from Desynchronized Provenance and Watermarking

"Training robust watermarking model may hurt authentication!'' Exploring and Mitigating the Identity Leakage in Robust Watermarking

Towards Robust Content Watermarking Against Removal and Forgery Attacks

Receipt and verification

First computed	2026-07-05T07:44:56.720097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

607edc82e294aac2df86ff68151349ca7efc085412f4206d48e8c75f85c0508f

Aliases

arxiv: 2310.00076 · arxiv_version: 2310.00076v2 · doi: 10.48550/arxiv.2310.00076 · pith_short_12: MB7NZAXCSSVM · pith_short_16: MB7NZAXCSSVMFX4G · pith_short_8: MB7NZAXC

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/MB7NZAXCSSVMFX4G75UBKE2JZJ \
  | 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: 607edc82e294aac2df86ff68151349ca7efc085412f4206d48e8c75f85c0508f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a97072eba466028281b702af0e39a9bd24b0e9d5b3f6367bb2eb3f1865144b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-29T18:30:29Z",
    "title_canon_sha256": "2a00a2ac2f6f38800ee196a7d3055d2944a141dc387a9ff5e37db9e73e3806d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00076",
    "kind": "arxiv",
    "version": 2
  }
}