Pith Number

pith:BLZQ4HHB

pith:2025:BLZQ4HHBJS23ZIK667OY2HG7HL

not attested not anchored not stored refs pending

Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems

Andrii Balashov, Olena Ponomarova, Xiaohua Zhai

arxiv:2507.15613 v1 · 2025-07-21 · 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{BLZQ4HHBJS23ZIK667OY2HG7HL}

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

1 paper in Pith

Caught in the Act(ivation): Toward Pre-Output and Multi-Turn Detection of Credential Exfiltration by LLM Agents

Receipt and verification

First computed	2026-07-05T11:40:40.072863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0af30e1ce14cb5bca15ef7dd8d1cdf3ace498b7414ff3a6eba3117536a16cd90

Aliases

arxiv: 2507.15613 · arxiv_version: 2507.15613v1 · doi: 10.48550/arxiv.2507.15613 · pith_short_12: BLZQ4HHBJS23 · pith_short_16: BLZQ4HHBJS23ZIK6 · pith_short_8: BLZQ4HHB

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/BLZQ4HHBJS23ZIK667OY2HG7HL \
  | 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: 0af30e1ce14cb5bca15ef7dd8d1cdf3ace498b7414ff3a6eba3117536a16cd90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1f800e2358d58c45332e80fab3b5a94feb1612c7181534e09f14516a8a6e460",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-21T13:38:12Z",
    "title_canon_sha256": "89246dec45b9bc320bc56aecbdeb0c8ba28608df7751029e58507df092066329"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15613",
    "kind": "arxiv",
    "version": 1
  }
}