Pith Number

pith:ANW7IZK3

pith:2025:ANW7IZK3EWF3BT4IULWKCKDIX4

not attested not anchored not stored refs pending

Influence-Guided Concolic Testing of Transformer Robustness

Chih-Cheng Yang, Chih-Duo Hong, Fang Yu, Yu Wang

arxiv:2509.23806 v2 · 2025-09-28 · cs.SE · 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{ANW7IZK3EWF3BT4IULWKCKDIX4}

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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

ConcoLixir: Reactive LLM Discovery Oracles for Python Concolic Testing

Receipt and verification

First computed	2026-06-19T16:12:15.151036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

036df4655b258bb0cf88a2eca12868bf1847c1b46e84483587f9e1790ac147fe

Aliases

arxiv: 2509.23806 · arxiv_version: 2509.23806v2 · doi: 10.48550/arxiv.2509.23806 · pith_short_12: ANW7IZK3EWF3 · pith_short_16: ANW7IZK3EWF3BT4I · pith_short_8: ANW7IZK3

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/ANW7IZK3EWF3BT4IULWKCKDIX4 \
  | 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: 036df4655b258bb0cf88a2eca12868bf1847c1b46e84483587f9e1790ac147fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06614e199b71e7957b79bf30470d62a7d3d3a8c40f3fa6891df504fc02b6ca1f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-28T11:09:15Z",
    "title_canon_sha256": "754f9b89311cc8ead63fa0700fc34e6b861bd6b920e6354693d337c9b0840981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.23806",
    "kind": "arxiv",
    "version": 2
  }
}