Pith Number

pith:MRYFWNTX

pith:2024:MRYFWNTXZEHFSKACUC4SSC6GJN

not attested not anchored not stored refs pending

Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models

Jingyi Chai, Rui Ye, Siheng Chen, Xiangrui Liu, Yanfeng Wang, Yaodong Yang

arxiv:2406.10630 v1 · 2024-06-15 · cs.CL · cs.AI · cs.CR · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MRYFWNTXZEHFSKACUC4SSC6GJN}

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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

3 papers in Pith

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs

FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization

Graph Representation Learning Augmented Model Manipulation on Federated Fine-Tuning of LLMs

Receipt and verification

First computed	2026-07-05T08:32:19.405376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64705b3677c90e592802a0b9290bc64b795ee8380ef70636a37d8d3c258bfbee

Aliases

arxiv: 2406.10630 · arxiv_version: 2406.10630v1 · doi: 10.48550/arxiv.2406.10630 · pith_short_12: MRYFWNTXZEHF · pith_short_16: MRYFWNTXZEHFSKAC · pith_short_8: MRYFWNTX

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/MRYFWNTXZEHFSKACUC4SSC6GJN \
  | 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: 64705b3677c90e592802a0b9290bc64b795ee8380ef70636a37d8d3c258bfbee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fc6616cd2c9d27937e08903d468e91ac38b4f5fc1209a59b320f0e1580fce47",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-15T13:24:22Z",
    "title_canon_sha256": "8a7a647b8970acd4c8b3340ab7606ccf69ba0c794b6bf643b311d962915acda6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10630",
    "kind": "arxiv",
    "version": 1
  }
}