Pith Number

pith:GRI35BOD

pith:2024:GRI35BODFA5VATKJHQDV6N6KPC

not attested not anchored not stored refs pending

DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS

Jianrong Zhang, Lei Zhang, Qingyang Li, Xinggong Zhang, Yannan Hu, Yihang Zhang, Yong Cui, Yongming Xu, Zhidong Jia, Zongming Guo

arxiv:2405.07638 v1 · 2024-05-13 · cs.NI · cs.AI · 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{GRI35BODFA5VATKJHQDV6N6KPC}

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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.

Cited by

2 papers in Pith

Intelligent Detection and Mitigation of Carpet-Bombing DDoS Attacks in SDN Using Retrieval-Augmented Generation and Large Language Models

Cardinality is Not Enough: Super Host Detection via Segmented Cardinality Estimation

Receipt and verification

First computed	2026-07-05T08:18:25.859381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3451be85c3283b504d493c075f37ca78849b771206baa784c65527233f374c9d

Aliases

arxiv: 2405.07638 · arxiv_version: 2405.07638v1 · doi: 10.48550/arxiv.2405.07638 · pith_short_12: GRI35BODFA5V · pith_short_16: GRI35BODFA5VATKJ · pith_short_8: GRI35BOD

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/GRI35BODFA5VATKJHQDV6N6KPC \
  | 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: 3451be85c3283b504d493c075f37ca78849b771206baa784c65527233f374c9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c1fab22fa83e501d083caa92960fddcc382c0f957fdb8e498630e720106eec5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-05-13T10:53:41Z",
    "title_canon_sha256": "3cc5ba501208dc71a46ebb258b3581537a8d2a9abdd5925ae06cfcf2301b96d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07638",
    "kind": "arxiv",
    "version": 1
  }
}