Pith Number

pith:B5ERCFLG

pith:2025:B5ERCFLGTB3TILKP4XKJULOYTE

not attested not anchored not stored refs pending

From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection

Danyu Sun, Jiacen Xu, Jinghuai Zhang, Yuan Tian, Yu Zheng, Zhou Li

arxiv:2507.10873 v1 · 2025-07-15 · 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{B5ERCFLGTB3TILKP4XKJULOYTE}

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	2026-07-05T11:37:27.401794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f491115669877342d4fe5d49a2dd8991aab5adec82f580f391f09448689c0cb

Aliases

arxiv: 2507.10873 · arxiv_version: 2507.10873v1 · doi: 10.48550/arxiv.2507.10873 · pith_short_12: B5ERCFLGTB3T · pith_short_16: B5ERCFLGTB3TILKP · pith_short_8: B5ERCFLG

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/B5ERCFLGTB3TILKP4XKJULOYTE \
  | 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: 0f491115669877342d4fe5d49a2dd8991aab5adec82f580f391f09448689c0cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4390daf1ccd9580de28dfec3cd201e1edc79da4d8e21cc790e868186e18a1a5e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-15T00:24:53Z",
    "title_canon_sha256": "2d34c7758ae54921ff496f16ac273fe645515beaea24617fc39a7c63e70a4927"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10873",
    "kind": "arxiv",
    "version": 1
  }
}