Pith Number

pith:OQGUFJDH

pith:2023:OQGUFJDHHGIOTNXZT6DZ552DMU

not attested not anchored not stored refs pending

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

Haixu Tang, Lei Jin, Liya Su, Rui Zhu, Shijun Yan, Siyuan Tang, Xiaofeng Wang, Xiaoyi Chen, Zhikun Zhang, Zihao Wang

arxiv:2310.15469 v3 · 2023-10-24 · cs.CR · cs.AI · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{OQGUFJDHHGIOTNXZT6DZ552DMU}

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Record completeness

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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

1 paper in Pith

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

Receipt and verification

First computed	2026-07-05T08:50:25.182540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

740d42a4673990e9b6f99f879ef743650e38a02ba86ebe145bc670e83bc8e946

Aliases

arxiv: 2310.15469 · arxiv_version: 2310.15469v3 · doi: 10.48550/arxiv.2310.15469 · pith_short_12: OQGUFJDHHGIO · pith_short_16: OQGUFJDHHGIOTNXZ · pith_short_8: OQGUFJDH

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/OQGUFJDHHGIOTNXZT6DZ552DMU \
  | 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: 740d42a4673990e9b6f99f879ef743650e38a02ba86ebe145bc670e83bc8e946

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dcbca20e40c3c62b7073ea184bdc87f6b05fa9dae5cc6d54dcd712870c56cd5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-24T02:48:19Z",
    "title_canon_sha256": "2a9593ce2b37a927054325987960e3ae1a6b340246a45b3ac6bc8a6d32992ecf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15469",
    "kind": "arxiv",
    "version": 3
  }
}