Pith Number

pith:FQHN2T7K

pith:2023:FQHN2T7K43GNX72GZ6XZJT4IYF

not attested not anchored not stored refs pending

Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Bin Zhu, Emre Kiciman, Fangzhao Wu, Guangzhong Sun, Jingwei Yi, Xing Xie, Yueqi Xie

arxiv:2312.14197 v4 · 2023-12-21 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{FQHN2T7K43GNX72GZ6XZJT4IYF}

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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

33 papers in Pith

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift

A Layered Security Framework Against Prompt Injection in RAG-Based Chatbots

Evaluating Prompting-Based Defenses Against Domain-Camouflaged Injection Attacks

Game-Theoretic Multi-Agent Control for Robust Contextual Reasoning in LLMs

MIRAGE: A Polarity-Flipping Encoding Subspace in LLM Agents

Receipt and verification

First computed	2026-07-05T10:05:40.980255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c0edd4feae6ccdbff46cfaf94cf88c154095834bd0289e78273757501661f7b

Aliases

arxiv: 2312.14197 · arxiv_version: 2312.14197v4 · doi: 10.48550/arxiv.2312.14197 · pith_short_12: FQHN2T7K43GN · pith_short_16: FQHN2T7K43GNX72G · pith_short_8: FQHN2T7K

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/FQHN2T7K43GNX72GZ6XZJT4IYF \
  | 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: 2c0edd4feae6ccdbff46cfaf94cf88c154095834bd0289e78273757501661f7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67d9daac8f77bec732994a1a2db40e6cf121fd856a54b9d2552c988789ad46e7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-21T01:08:39Z",
    "title_canon_sha256": "792f3c75154a13698a61479941ecdcdc61df06431f81e0060938368e5e7a0199"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14197",
    "kind": "arxiv",
    "version": 4
  }
}