Pith Number

pith:K6HERLGF

pith:2025:K6HERLGFR7HOH545OQLUHLCO52

not attested not anchored not stored refs pending

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning

Gabriel J. Perin, Junyuan Hong, Nina S. T. Hirata, Runjin Chen, Xuxi Chen, Zhangyang Wang

arxiv:2506.15606 v3 · 2025-06-18 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K6HERLGFR7HOH545OQLUHLCO52}

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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

One Step to the Side: Why Defenses Against Malicious Finetuning Fail Under Adaptive Adversaries

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control

Preventing Safety Drift in Large Language Models via Coupled Weight and Activation Constraints

Receipt and verification

First computed	2026-07-05T11:43:32.907940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

578e48acc58fcee3f79d741743ac4eee9016b053729a5b46cd380cfd20596aa2

Aliases

arxiv: 2506.15606 · arxiv_version: 2506.15606v3 · doi: 10.48550/arxiv.2506.15606 · pith_short_12: K6HERLGFR7HO · pith_short_16: K6HERLGFR7HOH545 · pith_short_8: K6HERLGF

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/K6HERLGFR7HOH545OQLUHLCO52 \
  | 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: 578e48acc58fcee3f79d741743ac4eee9016b053729a5b46cd380cfd20596aa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfe7ec4848da87492e264eff305cae73599c5e288ca21f527e004b246c888989",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-18T16:30:02Z",
    "title_canon_sha256": "8d6ff878735c21e682158644c9870fefa80792bc5654fda537d65a3539bc8609"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15606",
    "kind": "arxiv",
    "version": 3
  }
}