Pith Number

pith:R5PPBHYI

pith:2026:R5PPBHYIOSJR5EPI5RBP64GLGH

not attested not anchored not stored refs pending

Reinforcement Learning for Software Vulnerability Analysis: A Systematic Review with Emphasis on C/C++ Source Code and Static Analysis

Bruno Caro-V\'asquez, Carola Figueroa-Flores, Gast\'on Marquez

arxiv:2606.28403 v1 · 2026-06-24 · cs.SE · cs.AI · 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{R5PPBHYIOSJR5EPI5RBP64GLGH}

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	2026-06-30T00:15:13.130292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f5ef09f0874931e91e8ec42ff70cb31fc71efd11440b2fab473b25639185238

Aliases

arxiv: 2606.28403 · arxiv_version: 2606.28403v1 · doi: 10.48550/arxiv.2606.28403 · pith_short_12: R5PPBHYIOSJR · pith_short_16: R5PPBHYIOSJR5EPI · pith_short_8: R5PPBHYI

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/R5PPBHYIOSJR5EPI5RBP64GLGH \
  | 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: 8f5ef09f0874931e91e8ec42ff70cb31fc71efd11440b2fab473b25639185238

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83b27f96de0dda77f469d208ad49abd1e2b96fc62161e443e755674e67f916b3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-24T13:09:42Z",
    "title_canon_sha256": "36872749cf44a4d344da49c19a4ad58234cbf8cba56300e5c0d25419ffc5be30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28403",
    "kind": "arxiv",
    "version": 1
  }
}