Pith Number

pith:CXHUWOCP

pith:2024:CXHUWOCPEHDMBMZWP5L323E4DL

not attested not anchored not stored refs pending

Towards Safer Large Language Models through Machine Unlearning

Guangyao Dou, Meng Jiang, Yijun Tian, Zhaoxuan Tan, Zheyuan Liu

arxiv:2402.10058 v2 · 2024-02-15 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CXHUWOCPEHDMBMZWP5L323E4DL}

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

8 papers in Pith

Machine Unlearning: A Comprehensive Survey

ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

PPU-Bench:Real World Benchmark for Personalized Partial Unlearning in Vision Language Models

Null Space Constrained Contrastive Visual Forgetting for MLLM Unlearning

Receipt and verification

First computed	2026-07-05T08:27:24.768699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15cf4b384f21c6c0b3367f57bd6c9c1af7c2a697819017ceb799ba4b2561c3e3

Aliases

arxiv: 2402.10058 · arxiv_version: 2402.10058v2 · doi: 10.48550/arxiv.2402.10058 · pith_short_12: CXHUWOCPEHDM · pith_short_16: CXHUWOCPEHDMBMZW · pith_short_8: CXHUWOCP

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/CXHUWOCPEHDMBMZWP5L323E4DL \
  | 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: 15cf4b384f21c6c0b3367f57bd6c9c1af7c2a697819017ceb799ba4b2561c3e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3732a8da24e81f598c4fe05ec36f675d66e85ff3ba76d8c1e7f65e2c1755e031",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-15T16:28:34Z",
    "title_canon_sha256": "c34458fadb397feac711d34aec58228ff36e3e12c579270ce64903127aa53196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10058",
    "kind": "arxiv",
    "version": 2
  }
}