Pith Number

pith:IU6YLB2T

pith:2026:IU6YLB2T43JYLP3VB3T6I6BDEN

not attested not anchored not stored refs pending

Sample-Efficient LLM-Based Detection of Malicious Web Server Logs with Forensically Explainable Reasoning

Bernhard Kneip, Hong-Hanh Nguyen-Le, Nhien-An Le-Khac

arxiv:2606.08649 v1 · 2026-06-07 · cs.CR · 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{IU6YLB2T43JYLP3VB3T6I6BDEN}

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	2026-06-09T01:05:42.682772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

453d858753e6d385bf750ee7e478232356380252135719c7ad0a0371093a857e

Aliases

arxiv: 2606.08649 · arxiv_version: 2606.08649v1 · doi: 10.48550/arxiv.2606.08649 · pith_short_12: IU6YLB2T43JY · pith_short_16: IU6YLB2T43JYLP3V · pith_short_8: IU6YLB2T

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/IU6YLB2T43JYLP3VB3T6I6BDEN \
  | 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: 453d858753e6d385bf750ee7e478232356380252135719c7ad0a0371093a857e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e96761a3995e5082f06cbdbd842b54b253ec91cf732b0970c2109ebe7d74e55",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-07T14:28:11Z",
    "title_canon_sha256": "5849970d86beb1b5af78c54c312f14681a079a5212da8cebbb5bcedf4405f62c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08649",
    "kind": "arxiv",
    "version": 1
  }
}