Pith Number

pith:QTVROESJ

pith:2025:QTVROESJ5CO5AGNV4PMI3CKNSV

not attested not anchored not stored refs pending

Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond

Christos Nikolopoulos, Eleni Veroni, Georgios Th. Papadopoulos, Panagiotis Sarigiannidis, Spyridon Evangelatos, Vasilis Efthymiou

arxiv:2503.18185 v1 · 2025-03-23 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QTVROESJ5CO5AGNV4PMI3CKNSV}

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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

1 paper in Pith

Tabular Diffusion based Actionable Counterfactual Explanations for Network Intrusion Detection

Receipt and verification

First computed	2026-07-05T10:38:04.626042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84eb171249e89dd019b5e3d88d894d95715e69c685137d2ae41349e3478b1ee5

Aliases

arxiv: 2503.18185 · arxiv_version: 2503.18185v1 · doi: 10.48550/arxiv.2503.18185 · pith_short_12: QTVROESJ5CO5 · pith_short_16: QTVROESJ5CO5AGNV · pith_short_8: QTVROESJ

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/QTVROESJ5CO5AGNV4PMI3CKNSV \
  | 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: 84eb171249e89dd019b5e3d88d894d95715e69c685137d2ae41349e3478b1ee5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cd3924d703eba1651e9cdf246507d4630510385e5c45ebc17be4a2c4e3930e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-23T19:48:37Z",
    "title_canon_sha256": "4314b188ab1aa06c540ed0d6901ea09a6a9bfbfcd9b73ebcde477e3bf5392890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.18185",
    "kind": "arxiv",
    "version": 1
  }
}