Pith Number

pith:JIOJJR6H

pith:2023:JIOJJR6HI6JKLCLLS3W4CWPZ7O

not attested not anchored not stored refs pending

Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention Networks

Cangqi Zhou, Jing Zhang, Xiang Li, Yali Yuan

arxiv:2310.17348 v1 · 2023-10-26 · 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{JIOJJR6HI6JKLCLLS3W4CWPZ7O}

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	2026-07-05T07:05:32.333749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a1c94c7c74792a5896b96edc159f9fbb6bbfec36318da6f68377d5c2f7f105c

Aliases

arxiv: 2310.17348 · arxiv_version: 2310.17348v1 · doi: 10.48550/arxiv.2310.17348 · pith_short_12: JIOJJR6HI6JK · pith_short_16: JIOJJR6HI6JKLCLL · pith_short_8: JIOJJR6H

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/JIOJJR6HI6JKLCLLS3W4CWPZ7O \
  | 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: 4a1c94c7c74792a5896b96edc159f9fbb6bbfec36318da6f68377d5c2f7f105c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd1b8531686c0852bdab917162d54372231df495b6aef40ccd58fd4946a1e7b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-26T12:30:11Z",
    "title_canon_sha256": "553d66f8886187409934d0671290521689a391868f11cd666d9c37817db28bc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17348",
    "kind": "arxiv",
    "version": 1
  }
}