Pith Number

pith:F6D7RO3D

pith:2025:F6D7RO3DNUWQTYV6EG6APWYBRB

not attested not anchored not stored refs pending

Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models

Ke Ma, Sensen Gao, Simeng Qin, Wei Dong, Xiaochun Cao, Xiaojun Jia, Xinfeng Li, Yang Liu, Yihao Huang

arxiv:2503.12874 v2 · 2025-03-17 · 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{F6D7RO3DNUWQTYV6EG6APWYBRB}

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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

2 papers in Pith

Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning

Receipt and verification

First computed	2026-07-05T10:33:10.095756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f87f8bb636d2d09e2be21bc07db01887ae4bbe938817bf721f2fa7b7763bf5f

Aliases

arxiv: 2503.12874 · arxiv_version: 2503.12874v2 · doi: 10.48550/arxiv.2503.12874 · pith_short_12: F6D7RO3DNUWQ · pith_short_16: F6D7RO3DNUWQTYV6 · pith_short_8: F6D7RO3D

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/F6D7RO3DNUWQTYV6EG6APWYBRB \
  | 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: 2f87f8bb636d2d09e2be21bc07db01887ae4bbe938817bf721f2fa7b7763bf5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccd7d40d424cff24328dc8881dbc9cd778d1929af7164a291b54fc8c0d227cc3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T07:08:47Z",
    "title_canon_sha256": "d0d467ab30a6e9e71ed6bc5864f46599974014c675ddff4fd71f1e7f78e6b632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.12874",
    "kind": "arxiv",
    "version": 2
  }
}