Pith Number

pith:PK6IIDNF

pith:2024:PK6IIDNFHZCD6Z3LWA7VLE2Q57

not attested not anchored not stored refs pending

Improving Interpretability and Robustness for the Detection of AI-Generated Images

German Magai, Gregory Slabaugh, Irina Piontkovskaya, Laida Kushnareva, Martin Benning, Sergey Nikolenko, Serguei Barannikov, Tatiana Gaintseva

arxiv:2406.15035 v1 · 2024-06-21 · 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{PK6IIDNFHZCD6Z3LWA7VLE2Q57}

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

Boosting Robust AIGI Detection with LoRA-based Pairwise Training

Receipt and verification

First computed	2026-07-05T08:35:12.559922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7abc840da53e443f676bb03f559350efd14fd230364b3122c653a7d7f5f0eaab

Aliases

arxiv: 2406.15035 · arxiv_version: 2406.15035v1 · doi: 10.48550/arxiv.2406.15035 · pith_short_12: PK6IIDNFHZCD · pith_short_16: PK6IIDNFHZCD6Z3L · pith_short_8: PK6IIDNF

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/PK6IIDNFHZCD6Z3LWA7VLE2Q57 \
  | 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: 7abc840da53e443f676bb03f559350efd14fd230364b3122c653a7d7f5f0eaab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ab1dec290a14aeeb9f15d339f0c34507b3c7638b0b19919245c32ed7b738591",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-21T10:33:09Z",
    "title_canon_sha256": "0503af654138679e5e11af96a843cea346f9dcd423d31f36e733cce76a041f5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15035",
    "kind": "arxiv",
    "version": 1
  }
}