Pith Number

pith:3R7FHPGJ

pith:2025:3R7FHPGJK3B77AVRFL2PWYK66Q

not attested not anchored not stored refs pending

Resource-Efficient Automatic Software Vulnerability Assessment via Knowledge Distillation and Particle Swarm Optimization

Chaoyang Gao, Guang Yang, Jibin Wang, Jiyu Wang, Xiang Chen

arxiv:2508.02840 v2 · 2025-07-30 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3R7FHPGJK3B77AVRFL2PWYK66Q}

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	2026-07-05T11:50:39.645341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc7e53bcc956c3ff82b12af4fb615ef432c20b5209fd9b1517b02a46460f3919

Aliases

arxiv: 2508.02840 · arxiv_version: 2508.02840v2 · doi: 10.48550/arxiv.2508.02840 · pith_short_12: 3R7FHPGJK3B7 · pith_short_16: 3R7FHPGJK3B77AVR · pith_short_8: 3R7FHPGJ

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/3R7FHPGJK3B77AVRFL2PWYK66Q \
  | 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: dc7e53bcc956c3ff82b12af4fb615ef432c20b5209fd9b1517b02a46460f3919

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f223fc62e043c29ae06e7d993ef8b187c10a431afdf917315fad975b76aeccab",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-30T13:55:28Z",
    "title_canon_sha256": "1e2e7dd9eb434c3690f0a7cf4b2904b3b9e8320a90730eb6da6beaae7422a5a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02840",
    "kind": "arxiv",
    "version": 2
  }
}