Pith Number

pith:T4LWXJ24

pith:2025:T4LWXJ24HE6DSSI56LBYXBJ6BU

not attested not anchored not stored refs pending

Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning

Ajian Liu, Changtao Miao, Chuanbiao Song, Haocheng Yuan, Hui Ma, Jun Lan, Jun Wan, Qi Chu, Tao Gong, Wanyi Zhuang, Weiqiang Wang, Xiao Guo, Xiaoming Liu, Yan Hong, Yanyan Liang, Zhen Lei

arxiv:2505.13327 v3 · 2025-05-19 · 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{T4LWXJ24HE6DSSI56LBYXBJ6BU}

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

UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning

Receipt and verification

First computed	2026-07-05T11:36:32.032027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f176ba75c393c39491df2c38b853e0d0d292f117854bbe8f5d72a163fefddac

Aliases

arxiv: 2505.13327 · arxiv_version: 2505.13327v3 · doi: 10.48550/arxiv.2505.13327 · pith_short_12: T4LWXJ24HE6D · pith_short_16: T4LWXJ24HE6DSSI5 · pith_short_8: T4LWXJ24

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/T4LWXJ24HE6DSSI56LBYXBJ6BU \
  | 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: 9f176ba75c393c39491df2c38b853e0d0d292f117854bbe8f5d72a163fefddac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f973136ff5d7f66ec4b52bb1170119bbee6ba159a458da27c94d873770f6783",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-19T16:35:45Z",
    "title_canon_sha256": "2f18f8767183dcd00f74b8c7d72ccba106fd8ee4bb81918f08e734edbe54d108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13327",
    "kind": "arxiv",
    "version": 3
  }
}