Pith Number

pith:DSEQGYJA

pith:2024:DSEQGYJAJTFSQW5QOWESOK5DDS

not attested not anchored not stored refs pending

Fixing Security Vulnerabilities with AI in OSS-Fuzz

Abhik Roychoudhury, Abhishek Arya, Dominic Berzin, Dongge Liu, Jiawei Wang, Martin Mirchev, Oliver Chang, Yuntong Zhang

arxiv:2411.03346 v2 · 2024-11-03 · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSEQGYJAJTFSQW5QOWESOK5DDS}

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.

Cited by

1 paper in Pith

A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection

Receipt and verification

First computed	2026-07-05T09:38:32.024884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c890361204ccb285bb07589272ba31c90bbc929cdaf9cfc7dbceaa4782a7e9a

Aliases

arxiv: 2411.03346 · arxiv_version: 2411.03346v2 · doi: 10.48550/arxiv.2411.03346 · pith_short_12: DSEQGYJAJTFS · pith_short_16: DSEQGYJAJTFSQW5Q · pith_short_8: DSEQGYJA

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/DSEQGYJAJTFSQW5QOWESOK5DDS \
  | 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: 1c890361204ccb285bb07589272ba31c90bbc929cdaf9cfc7dbceaa4782a7e9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "272df57b2f1c66ca75e9d3b3a48739834c272d4a69a87386c7c2e3341041b3d2",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-03T16:20:32Z",
    "title_canon_sha256": "f6ed34b3e58fe1601e6a94445a6fd2d310976edffbd671608783330d134a0da1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.03346",
    "kind": "arxiv",
    "version": 2
  }
}