Pith Number

pith:T7OVY5SG

pith:2024:T7OVY5SGELIXCO5MHXK72OXIOX

not attested not anchored not stored refs pending

Optimizing Adaptive Attacks against Watermarks for Language Models

Abdulrahman Diaa, Nils Lukas, Toluwani Aremu

arxiv:2410.02440 v2 · 2024-10-03 · cs.CR · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T7OVY5SGELIXCO5MHXK72OXIOX}

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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

4 papers in Pith

Mitigating Watermark Forgery in Generative Models via Randomized Key Selection

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption

RLSpoofer: A Lightweight Evaluator for LLM Watermark Spoofing Resilience

TimeMark: A Trustworthy Time Watermarking Framework for Exact Generation-Time Recovery from AIGC

Receipt and verification

First computed	2026-07-05T11:06:23.829249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fdd5c764622d1713bac3dd5fd3ae875d018c03fe61877d3c81d5b5a67483159

Aliases

arxiv: 2410.02440 · arxiv_version: 2410.02440v2 · doi: 10.48550/arxiv.2410.02440 · pith_short_12: T7OVY5SGELIX · pith_short_16: T7OVY5SGELIXCO5M · pith_short_8: T7OVY5SG

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/T7OVY5SGELIXCO5MHXK72OXIOX \
  | 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: 9fdd5c764622d1713bac3dd5fd3ae875d018c03fe61877d3c81d5b5a67483159

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85d1c0a47ec63d3f34c0a9a2f7aca2a4b286cb212f168b17096ec95b74f869a5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-03T12:37:39Z",
    "title_canon_sha256": "b04900af2aceac3d6673e3581fc1706bb15b6f56da5b131f5b80f99b875a4f97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02440",
    "kind": "arxiv",
    "version": 2
  }
}