Pith Number

pith:RCLY36OS

pith:2025:RCLY36OSY7UPYDTZU7N7IKCZHB

not attested not anchored not stored refs pending

REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack

Hamed Haddadi, Huichi Zhou, Zhonghao Zhan

arxiv:2507.10836 v1 · 2025-07-14 · 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{RCLY36OSY7UPYDTZU7N7IKCZHB}

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	2026-07-05T11:37:00.533931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88978df9d2c7e8fc0e79a7dbf428593879d3cfc5fdbdd343b797576a4415bd02

Aliases

arxiv: 2507.10836 · arxiv_version: 2507.10836v1 · doi: 10.48550/arxiv.2507.10836 · pith_short_12: RCLY36OSY7UP · pith_short_16: RCLY36OSY7UPYDTZ · pith_short_8: RCLY36OS

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/RCLY36OSY7UPYDTZU7N7IKCZHB \
  | 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: 88978df9d2c7e8fc0e79a7dbf428593879d3cfc5fdbdd343b797576a4415bd02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76ff89ae9fe787f55ee531059b8ce85ec531ba3adc49ef4aab05c79706f24556",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-14T22:10:08Z",
    "title_canon_sha256": "56689b8002010b6f2f9cf60dfc6e9f6dff3986c2f39e9ebd54e7671d80700bea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10836",
    "kind": "arxiv",
    "version": 1
  }
}