Pith Number

pith:2XXBQPRU

pith:2024:2XXBQPRUIS2QI7SXUBYAPU3NT5

not attested not anchored not stored refs pending

Representation Noising: A Defence Mechanism Against Harmful Finetuning

Carsten Maple, David Atanasov, Domenic Rosati, Frank Rudzicz, Hassan Sajjad, Jan Wehner, Kai Williams, {\L}ukasz Bartoszcze, Robie Gonzales, Subhabrata Majumdar

arxiv:2405.14577 v4 · 2024-05-23 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XXBQPRUIS2QI7SXUBYAPU3NT5}

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

5 papers in Pith

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

Learning to Stay Safe: Adaptive Regularization Against Safety Degradation during Fine-Tuning

Immunizing 3D Gaussian Generative Models Against Unauthorized Fine-Tuning via Attribute-Space Traps

Continual Safety Alignment via Gradient-Based Sample Selection

Receipt and verification

First computed	2026-07-05T09:28:49.966104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5ee183e3444b5047e57a07007d36d9f587af13cbfd946c71725705bd1c43248

Aliases

arxiv: 2405.14577 · arxiv_version: 2405.14577v4 · doi: 10.48550/arxiv.2405.14577 · pith_short_12: 2XXBQPRUIS2Q · pith_short_16: 2XXBQPRUIS2QI7SX · pith_short_8: 2XXBQPRU

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/2XXBQPRUIS2QI7SXUBYAPU3NT5 \
  | 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: d5ee183e3444b5047e57a07007d36d9f587af13cbfd946c71725705bd1c43248

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d41c0b506c361ad90ceb84580c874b6e582e8f994d0ff9e67a37722cb87fc837",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-23T13:51:55Z",
    "title_canon_sha256": "b80411dddc6468e80a7a0a898f8d49761747df37fdb1295b55b23baf3dcb81cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14577",
    "kind": "arxiv",
    "version": 4
  }
}