Pith Number

pith:G5U4TQCN

pith:2025:G5U4TQCNM4D5SD5FNHMYHWEW47

not attested not anchored not stored refs pending

FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection

Ajian Liu, Hui Ma, Jun Wan, Liying Yang, Ning Li, Xihong Chen, Yanyan Liang, Yongze Li, Zhen Lei, Zhiyao Liang

arxiv:2504.00454 v1 · 2025-04-01 · 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{G5U4TQCNM4D5SD5FNHMYHWEW47}

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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

Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning

Receipt and verification

First computed	2026-07-05T10:42:26.843118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3769c9c04d6707d90fa569d983d896e7fed913fc343fd9f12fa8af24afd565cc

Aliases

arxiv: 2504.00454 · arxiv_version: 2504.00454v1 · doi: 10.48550/arxiv.2504.00454 · pith_short_12: G5U4TQCNM4D5 · pith_short_16: G5U4TQCNM4D5SD5F · pith_short_8: G5U4TQCN

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/G5U4TQCNM4D5SD5FNHMYHWEW47 \
  | 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: 3769c9c04d6707d90fa569d983d896e7fed913fc343fd9f12fa8af24afd565cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d54f0a27a6d1969ff649a2ac1e8ec6bca881534427707f9be63ac89060b17eae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-01T06:19:50Z",
    "title_canon_sha256": "4a1c182fb2f839dcbad8bce1c7380381b66cb1ff46478e491690deb574a26b48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00454",
    "kind": "arxiv",
    "version": 1
  }
}