Pith Number

pith:KR5QJBT5

pith:2025:KR5QJBT5AHTBWJDYPUVVYX3AOP

not attested not anchored not stored refs pending

Latent-space adversarial training with post-aware calibration for defending large language models against jailbreak attacks

Dongsheng Shi, Liang He, Linlin Wang, Xiaoling Wang, Xin Yi, Yue Li

arxiv:2501.10639 v3 · 2025-01-18 · cs.CR · cs.CL

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\usepackage{pith}
\pithnumber{KR5QJBT5AHTBWJDYPUVVYX3AOP}

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Record completeness

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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

1 paper in Pith

Efficient Safety Alignment of Language Models via Latent Personality Traits

Receipt and verification

First computed	2026-07-05T11:12:24.433872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

547b04867d01e61b24787d2b5c5f6073c3cb6514c05fca221e4c19d3f66019b7

Aliases

arxiv: 2501.10639 · arxiv_version: 2501.10639v3 · doi: 10.48550/arxiv.2501.10639 · pith_short_12: KR5QJBT5AHTB · pith_short_16: KR5QJBT5AHTBWJDY · pith_short_8: KR5QJBT5

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/KR5QJBT5AHTBWJDYPUVVYX3AOP \
  | 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: 547b04867d01e61b24787d2b5c5f6073c3cb6514c05fca221e4c19d3f66019b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4608de395c2c33549d69f8ea4140e0a730ce7e6ee777941ac812274b057cdb0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-18T02:57:12Z",
    "title_canon_sha256": "8ff933a3d8234f3d899bc0ed2ddcd2ba110376945d7a945ea1663a0210bf2e94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10639",
    "kind": "arxiv",
    "version": 3
  }
}