Pith Number

pith:RXR763WL

pith:2026:RXR763WLRELB23L3GA6UHRTTZD

not attested not anchored not stored refs pending

Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS

Bingyu Yan, Chaozhuo Li, Jinyu Hou, Litian Zhang, Xiaoming Zhang, Yiming Hei, Ziyi Zhou

arxiv:2605.25389 v1 · 2026-05-25 · cs.CR · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RXR763WLRELB23L3GA6UHRTTZD}

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	2026-05-26T02:04:32.262970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8de3ff6ecb89161d6d7b303d43c673c8cdfe2b5a807bde0a38f13c0a728388df

Aliases

arxiv: 2605.25389 · arxiv_version: 2605.25389v1 · doi: 10.48550/arxiv.2605.25389 · pith_short_12: RXR763WLRELB · pith_short_16: RXR763WLRELB23L3 · pith_short_8: RXR763WL

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/RXR763WLRELB23L3GA6UHRTTZD \
  | 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: 8de3ff6ecb89161d6d7b303d43c673c8cdfe2b5a807bde0a38f13c0a728388df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bae77724785578ad0d4a08957ca91578daa00c881245c6e79473d619334513a3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-25T03:33:45Z",
    "title_canon_sha256": "df9071d8a0b0ac6073895bda3a4e90eb993cbc359d2ccd511de332bb71ce64b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25389",
    "kind": "arxiv",
    "version": 1
  }
}