Pith. sign in
Pith Number

pith:UXOQFXQX

pith:2025:UXOQFXQX5GYBSKTS2UMRXWVALJ
not attested not anchored not stored refs pending

SEASONED: Semantic-Enhanced Self-Counterfactual Explainable Detection of Adversarial Exploiter Contracts

Bin Xiao, Bixin Li, Kai Zhou, Shudan Lin, Xng Ai, Zecheng Li

arxiv:2509.05681 v1 · 2025-09-06 · cs.CR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UXOQFXQX5GYBSKTS2UMRXWVALJ}

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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.
Receipt and verification
First computed 2026-07-05T12:06:22.397566Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a5dd02de17e9b0192a72d5191bdaa05a541b03a189be1391e1420162a405d44b

Aliases

arxiv: 2509.05681 · arxiv_version: 2509.05681v1 · doi: 10.48550/arxiv.2509.05681 · pith_short_12: UXOQFXQX5GYB · pith_short_16: UXOQFXQX5GYBSKTS · pith_short_8: UXOQFXQX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UXOQFXQX5GYBSKTS2UMRXWVALJ \
  | 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: a5dd02de17e9b0192a72d5191bdaa05a541b03a189be1391e1420162a405d44b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6d2fb2c227bfaca99435ad22a2ca8390226a295171aa5332ca7f78f0dec4188a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-09-06T11:08:10Z",
    "title_canon_sha256": "8db45a024a97e268a0178a9f5ae658180079e73eba635f1a81bec8ba6ee4aebf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05681",
    "kind": "arxiv",
    "version": 1
  }
}