Pith Number

pith:YQQOZON7

pith:2024:YQQOZON7UQ3YHGGZOCYTL2S3HV

not attested not anchored not stored refs pending

Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?

M. Ali Babar, Triet H. M. Le

arxiv:2407.10722 v1 · 2024-07-15 · cs.SE · cs.CR · 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{YQQOZON7UQ3YHGGZOCYTL2S3HV}

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.

Receipt and verification

First computed	2026-07-05T08:44:03.261056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c420ecb9bfa4378398d970b135ea5b3d71a91dd70a9766ebad20b5b30b894b62

Aliases

arxiv: 2407.10722 · arxiv_version: 2407.10722v1 · doi: 10.48550/arxiv.2407.10722 · pith_short_12: YQQOZON7UQ3Y · pith_short_16: YQQOZON7UQ3YHGGZ · pith_short_8: YQQOZON7

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/YQQOZON7UQ3YHGGZOCYTL2S3HV \
  | 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: c420ecb9bfa4378398d970b135ea5b3d71a91dd70a9766ebad20b5b30b894b62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be5104180d86b446b0e3c9b15d0f40b0d35bd4f3ecef9c24326c70c1556955b8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-07-15T13:47:55Z",
    "title_canon_sha256": "7ae15380dda43f7ad896438b73f7670e9fe74c234b7726b5b427b1171f269e86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10722",
    "kind": "arxiv",
    "version": 1
  }
}