Pith Number

pith:YSADCDQ2

pith:2025:YSADCDQ2SEVXTRURNCUG3NZEV3

not attested not anchored not stored refs pending

Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis

Hamed Haddadi, Huichi Zhou, Zhonghao Zhan

arxiv:2506.20806 v1 · 2025-06-25 · 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{YSADCDQ2SEVXTRURNCUG3NZEV3}

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	2026-07-05T11:27:34.396140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c480310e1a912b79c69168a86db724aeec2a84587533ac464b0f32ac80c8481d

Aliases

arxiv: 2506.20806 · arxiv_version: 2506.20806v1 · doi: 10.48550/arxiv.2506.20806 · pith_short_12: YSADCDQ2SEVX · pith_short_16: YSADCDQ2SEVXTRUR · pith_short_8: YSADCDQ2

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/YSADCDQ2SEVXTRURNCUG3NZEV3 \
  | 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: c480310e1a912b79c69168a86db724aeec2a84587533ac464b0f32ac80c8481d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72a0b08c3eaff4261db5c3a3116b1ad6d5d92a9b4f09ca072b15611f712bdd9e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-25T19:49:55Z",
    "title_canon_sha256": "1fa6efd3dfa0a6461eb4f7e2148d79882088efe580d42c16d8f56485f832ae80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20806",
    "kind": "arxiv",
    "version": 1
  }
}