Pith Number

pith:CSGQQKG3

pith:2024:CSGQQKG32NFXOPUTI2XQLHW5FL

not attested not anchored not stored refs pending

Efficient Adversarial Training in LLMs with Continuous Attacks

Alessandro Sordoni, Gauthier Gidel, Leo Schwinn, Sophie Xhonneux, Stephan G\"unnemann

arxiv:2405.15589 v3 · 2024-05-24 · cs.LG · cs.CR

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

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\usepackage{pith}
\pithnumber{CSGQQKG32NFXOPUTI2XQLHW5FL}

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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

9 papers in Pith

Efficient Safety Alignment of Language Models via Latent Personality Traits

CHASE: Adversarial Red-Blue Teaming for Improving LLM Safety using Reinforcement Learning

Harnessing non-adversarial robustness in large language models

Codec-Robust Attacks on Audio LLMs

LLM-Safety Evaluations Lack Robustness

Receipt and verification

First computed	2026-07-05T09:29:28.987479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

148d0828dbd34b773e9346af059edd2ae8bd9b7a6dc40b3d6cd02e01c0b2b854

Aliases

arxiv: 2405.15589 · arxiv_version: 2405.15589v3 · doi: 10.48550/arxiv.2405.15589 · pith_short_12: CSGQQKG32NFX · pith_short_16: CSGQQKG32NFXOPUT · pith_short_8: CSGQQKG3

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/CSGQQKG32NFXOPUTI2XQLHW5FL \
  | 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: 148d0828dbd34b773e9346af059edd2ae8bd9b7a6dc40b3d6cd02e01c0b2b854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caec8f9c347aa298f45f4e659879ef107fa55158635765f88cd8e6d5a55e88b0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T14:20:09Z",
    "title_canon_sha256": "ba0b9bf395da460bdb869dc943d7a7fe8a5a029a92ee806781cbeaf0ca3da718"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15589",
    "kind": "arxiv",
    "version": 3
  }
}