Pith Number

pith:25EB2WPC

pith:2024:25EB2WPCBCL24QO6IKNJ6K5JHU

not attested not anchored not stored refs pending

FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation

Hao Chen, Jicheng Wang, Yifeng He, Yuyang Rong

arxiv:2406.08665 v3 · 2024-06-12 · cs.SE · cs.AI

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\usepackage{pith}
\pithnumber{25EB2WPCBCL24QO6IKNJ6K5JHU}

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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

Assessing Data Augmentation-Induced Bias in Training and Testing of Machine Learning Models

Receipt and verification

First computed	2026-07-05T11:27:49.136706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7481d59e20897ae41de429a9f2ba93d27dde3d356777e543ffb14d355cb5de9

Aliases

arxiv: 2406.08665 · arxiv_version: 2406.08665v3 · doi: 10.48550/arxiv.2406.08665 · pith_short_12: 25EB2WPCBCL2 · pith_short_16: 25EB2WPCBCL24QO6 · pith_short_8: 25EB2WPC

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/25EB2WPCBCL24QO6IKNJ6K5JHU \
  | 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: d7481d59e20897ae41de429a9f2ba93d27dde3d356777e543ffb14d355cb5de9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d48f51ac546920b7d39745a6c4a800a16f9ec6b6a421a69a0ea89c7ff1ece24",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-12T22:09:27Z",
    "title_canon_sha256": "3e26d8c569407e15ff6a87914eb8a99a390fc68762222c0c3750e76beaa0c719"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08665",
    "kind": "arxiv",
    "version": 3
  }
}