Pith Number

pith:MM34KEOB

pith:2025:MM34KEOBDBNULMQ677TVM6UH7P

not attested not anchored not stored refs pending

Rethinking Data Protection in the (Generative) Artificial Intelligence Era

Dacheng Tao, Junfeng Guo, Kui Ren, Michael Backes, Philip Torr, Pin-Yu Chen, Shuo Shao, Tianwei Zhang, Yiming Li, Yu He, Zhan Qin

arxiv:2507.03034 v4 · 2025-07-03 · cs.LG · cs.AI · cs.CR · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MM34KEOBDBNULMQ677TVM6UH7P}

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

6 papers in Pith

Prompt Governance? On Governing Technologies Governed by Natural Language

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models

Echoes within the Reasoning: Stealthy and Effective Watermarking via Chain of Thought

PromptCOS: Towards Content-only System Prompt Copyright Auditing for LLMs

Coward: Collision-based OOD Watermarking for Practical Proactive Federated Backdoor Detection

Receipt and verification

First computed	2026-07-05T12:03:49.700904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6337c511c1185b45b21effe7567a87fbc64ab1a3a608fddb5e24949756ef1398

Aliases

arxiv: 2507.03034 · arxiv_version: 2507.03034v4 · doi: 10.48550/arxiv.2507.03034 · pith_short_12: MM34KEOBDBNU · pith_short_16: MM34KEOBDBNULMQ6 · pith_short_8: MM34KEOB

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/MM34KEOBDBNULMQ677TVM6UH7P \
  | 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: 6337c511c1185b45b21effe7567a87fbc64ab1a3a608fddb5e24949756ef1398

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c94e9321e7d5e5073d661788e5102cb19af4162fc1a05627bf067f026cb6413",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-03T02:45:51Z",
    "title_canon_sha256": "d2d6b49d62ebed1b02eb091425ce4e4cc665419cf60e00f8d9fac992f59dd5e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03034",
    "kind": "arxiv",
    "version": 4
  }
}