Pith Number

pith:QQLVB66R

pith:2025:QQLVB66RV5DHXJZ7U7YAXIV3DM

not attested not anchored not stored refs pending

Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection

Jagath Samarabandu, Vinura Galwaduge

arxiv:2507.17161 v1 · 2025-07-23 · cs.LG · 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{QQLVB66RV5DHXJZ7U7YAXIV3DM}

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.

Cited by

1 paper in Pith

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities

Receipt and verification

First computed	2026-07-05T11:42:02.544477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

841750fbd1af467ba73fa7f00ba2bb1b06cf6913915b49c7ba34e6298c4fee43

Aliases

arxiv: 2507.17161 · arxiv_version: 2507.17161v1 · doi: 10.48550/arxiv.2507.17161 · pith_short_12: QQLVB66RV5DH · pith_short_16: QQLVB66RV5DHXJZ7 · pith_short_8: QQLVB66R

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/QQLVB66RV5DHXJZ7U7YAXIV3DM \
  | 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: 841750fbd1af467ba73fa7f00ba2bb1b06cf6913915b49c7ba34e6298c4fee43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "029903fa87a92f42a3bcb17200d29d8052c3afe5eecc30b640672ca58c19aefc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-23T02:53:58Z",
    "title_canon_sha256": "d6032fb20a9e3cbc16e7da3266b9e02f84d85db1129fcf022a02aa978d1ef52c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17161",
    "kind": "arxiv",
    "version": 1
  }
}