Pith Number

pith:4OY4ZSG4

pith:2026:4OY4ZSG4ZZAYXMFAVEI4SLO3ZM

not attested not anchored not stored refs pending

Behavioral Grammar: Detecting Adaptive Malware via Tiny Language Model Priors and Second-Order Temporal Analysis

Zihan Luo

arxiv:2608.00745 v1 · 2026-08-01 · 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{4OY4ZSG4ZZAYXMFAVEI4SLO3ZM}

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	2026-08-04T01:54:51.821088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b1ccc8dcce418bb0a0a911c92ddbcb03fdf432c19f3e6a9ef27d1cce7cce02

Aliases

arxiv: 2608.00745 · arxiv_version: 2608.00745v1 · doi: 10.48550/arxiv.2608.00745 · pith_short_12: 4OY4ZSG4ZZAY · pith_short_16: 4OY4ZSG4ZZAYXMFA · pith_short_8: 4OY4ZSG4

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/4OY4ZSG4ZZAYXMFAVEI4SLO3ZM \
  | 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: e3b1ccc8dcce418bb0a0a911c92ddbcb03fdf432c19f3e6a9ef27d1cce7cce02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a442b3a8a7659e1301f5a19bf78ee536f3a28d6e07a561c2d14f1ab318cd214c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-01T16:28:38Z",
    "title_canon_sha256": "078a5db5992405b3c7d9e9acc877c4f93f3a6f53aa6fb35f4bdcf395a2592339"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00745",
    "kind": "arxiv",
    "version": 1
  }
}