Pith Number

pith:AJN4JMUH

pith:2025:AJN4JMUHRGRELNX56CULS7UT35

not attested not anchored not stored refs pending

A Systematization of Security Vulnerabilities in Computer Use Agents

Amanda Minnich, Blake Bullwinkel, Daniel Jones, Gary Lopez, Giorgio Severi, Joris de Gruyter, Justin Song, Martin Pouliot, Pamela Cortez, Santiago Zanella-Beguelin

arxiv:2507.05445 v1 · 2025-07-07 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AJN4JMUHRGRELNX56CULS7UT35}

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

3 papers in Pith

Domain-Conditioned Safety in Frontier Computer-Using Agents: A 793-Episode Browser Benchmark, a Coding-Domain Cross-Reference, and a Reproducibility Audit of Recent Red-Teaming

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

Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability

Receipt and verification

First computed	2026-07-05T11:33:30.567543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

025bc4b28789a245b6fdf0a8b97e93df5b9d6c1c1c04520cd9234cb5740ae2db

Aliases

arxiv: 2507.05445 · arxiv_version: 2507.05445v1 · doi: 10.48550/arxiv.2507.05445 · pith_short_12: AJN4JMUHRGRE · pith_short_16: AJN4JMUHRGRELNX5 · pith_short_8: AJN4JMUH

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/AJN4JMUHRGRELNX56CULS7UT35 \
  | 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: 025bc4b28789a245b6fdf0a8b97e93df5b9d6c1c1c04520cd9234cb5740ae2db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3947301cf6e9c75815dc8a4cc188d535cfd955443c3727458001f5fdfa1c6af",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-07T19:50:21Z",
    "title_canon_sha256": "79d6e5ca8d3b1bde545760b3ccc9c3e8046269c9771c5be450cb5da9a60885a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05445",
    "kind": "arxiv",
    "version": 1
  }
}