Pith Number

pith:4B4DIXDV

pith:2025:4B4DIXDV55IKZZNJY3XCLDBZCJ

not attested not anchored not stored refs pending

Lessons from Defending Gemini Against Indirect Prompt Injections

Andreas Terzis, Aneesh Pappu, Chawin Sitawarin, Chongyang Shi, Christopher A. Choquette-Choo, Gena Gibson, Ilia Shumailov, Itay Yona, Jamie Hayes, John "Four" Flynn, Juliette Pluto, Milad Nasr, Sharon Lin, Shuang Song

arxiv:2505.14534 v1 · 2025-05-20 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4B4DIXDV55IKZZNJY3XCLDBZCJ}

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

7 papers in Pith

Towards trustworthy agentic AI: a comprehensive survey of safety, robustness, privacy, and system security

Measuring Real-World Prompt Injection Attacks in LLM-based Resume Screening

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Exploiting Web Search Tools of AI Agents for Data Exfiltration

FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption

Receipt and verification

First computed	2026-07-05T11:06:15.173293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e078345c75ef50ace5a9c6ee258c39125bd6be1adc26965bcf79a923649ccc72

Aliases

arxiv: 2505.14534 · arxiv_version: 2505.14534v1 · doi: 10.48550/arxiv.2505.14534 · pith_short_12: 4B4DIXDV55IK · pith_short_16: 4B4DIXDV55IKZZNJ · pith_short_8: 4B4DIXDV

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/4B4DIXDV55IKZZNJY3XCLDBZCJ \
  | 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: e078345c75ef50ace5a9c6ee258c39125bd6be1adc26965bcf79a923649ccc72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dce98c90626e11ce30ecdde0be2a1e6b03dee0f3981cf0a560a135d009707dd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-20T15:54:45Z",
    "title_canon_sha256": "f7ec703fac0974a508488422c05ca25a77ad190454bf1074fd70738596ebab20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14534",
    "kind": "arxiv",
    "version": 1
  }
}