Pith Number

pith:PMJ2YIVL

pith:2026:PMJ2YIVLC5XEGJRWXGHLMIGMJF

not attested not anchored not stored refs pending

Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security

Chuan Li, David Hartmann, Devina Jain

arxiv:2607.18063 v1 · 2026-07-20 · cs.CR · cs.AI · 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{PMJ2YIVLC5XEGJRWXGHLMIGMJF}

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.

Receipt and verification

First computed	2026-07-21T02:22:14.356645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b13ac22ab176e432636b98eb620cc4977e5a0990019a7cf5c80d10b580e2824

Aliases

arxiv: 2607.18063 · arxiv_version: 2607.18063v1 · doi: 10.48550/arxiv.2607.18063 · pith_short_12: PMJ2YIVLC5XE · pith_short_16: PMJ2YIVLC5XEGJRW · pith_short_8: PMJ2YIVL

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/PMJ2YIVLC5XEGJRWXGHLMIGMJF \
  | 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: 7b13ac22ab176e432636b98eb620cc4977e5a0990019a7cf5c80d10b580e2824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d7ababd08c217524789866343ed38ad5083e1ce4226012eda169c6c76aba2be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-20T15:30:38Z",
    "title_canon_sha256": "a099a82d40bd41c0682983738eadebc12e80b81758653ba92681e6d3d8d1b420"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18063",
    "kind": "arxiv",
    "version": 1
  }
}