Pith Number

pith:KEN2E3SR

pith:2025:KEN2E3SRXYAUAC5I77OG24TXSM

not attested not anchored not stored refs pending

LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge

Ahmed Salem, Aideen Fay, Alex Apostolov, Andrew Paverd, Athar Mahboob, Benjamin Pannell, Byeonghyeon Kim, Chi-Huang Liu, Chun-Chih Kuo, Conor McCauley, Danyael Manlangit, Egor Zverev, Giovanni Cherubin, Hajin Choi, Haris Umair, Hyeonjin Lee, Jannis Weigend, Jo\~ao Donato, Kai-Chieh Liao, Mark Russinovich, Masayuki Kawakita, Myeongjin Cho, Sahar Abdelnabi, Tran Huu Bach, Tsun-Han Chiang

arxiv:2506.09956 v1 · 2025-06-11 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KEN2E3SRXYAUAC5I77OG24TXSM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

8 papers in Pith

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

Gate AI: LLM Security Benchmark Evaluation Methodology and Results

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation

Hallucination as Exploit: Evidence-Carrying Multimodal Agents

Receipt and verification

First computed	2026-07-05T11:19:59.694297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

511ba26e51be01400ba8ffdc6d7277930b43785a431959e95695c93a40175dc4

Aliases

arxiv: 2506.09956 · arxiv_version: 2506.09956v1 · doi: 10.48550/arxiv.2506.09956 · pith_short_12: KEN2E3SRXYAU · pith_short_16: KEN2E3SRXYAUAC5I · pith_short_8: KEN2E3SR

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/KEN2E3SRXYAUAC5I77OG24TXSM \
  | 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: 511ba26e51be01400ba8ffdc6d7277930b43785a431959e95695c93a40175dc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c06b9aa9ddef581666907efd90692d3fa5d46baa2a9f4ef0d0708a6df1096660",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-11T17:30:07Z",
    "title_canon_sha256": "37c01fb457bf909ec6964d3c98417e37c5275ef744d3d36f73659ca7b22f6d0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09956",
    "kind": "arxiv",
    "version": 1
  }
}