Pith Number

pith:SHDFL7Z3

pith:2023:SHDFL7Z3LQQTETGDDNWM54IUCI

not attested not anchored not stored refs pending

Adversarial Demonstration Attacks on Large Language Models

Chaowei Xiao, Jiongxiao Wang, Keun Hee Park, Muhao Chen, Zhaoheng Zheng, Zhuofeng Wu, Zhuojun Jiang, Zichen Liu

arxiv:2305.14950 v2 · 2023-05-24 · cs.CL · cs.AI · cs.CR · cs.LG

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\usepackage{pith}
\pithnumber{SHDFL7Z3LQQTETGDDNWM54IUCI}

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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

7 papers in Pith

When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

From Text to DSL: Evaluating Grammar-Based Model Generation Using Open LLMs

A First Look at the Security Issues in the Model Context Protocol Ecosystem

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T07:00:44.694113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91c655ff3b5c21324cc31b6ccef11412224257683572f962f1f5b4e8a42e4313

Aliases

arxiv: 2305.14950 · arxiv_version: 2305.14950v2 · doi: 10.48550/arxiv.2305.14950 · pith_short_12: SHDFL7Z3LQQT · pith_short_16: SHDFL7Z3LQQTETGD · pith_short_8: SHDFL7Z3

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/SHDFL7Z3LQQTETGDDNWM54IUCI \
  | 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: 91c655ff3b5c21324cc31b6ccef11412224257683572f962f1f5b4e8a42e4313

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b2f6c012af125557059a9586fd995928a327a91526fb4a06cc2768df89e01ef",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T09:40:56Z",
    "title_canon_sha256": "9746d8d9f7353e8d416bba1938b60c83f2c6994fe6926c2dcbc3df8b7101f654"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14950",
    "kind": "arxiv",
    "version": 2
  }
}