Pith Number

pith:3OVK6ICU

pith:2024:3OVK6ICU34ZRNADZ25SSMQIUD2

not attested not anchored not stored refs pending

IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities

Mayur Naik, Saikat Dutta, Ziyang Li

arxiv:2405.17238 v3 · 2024-05-27 · cs.CR · cs.PL · 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{3OVK6ICU34ZRNADZ25SSMQIUD2}

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

22 papers in Pith

Code-Augur: Agentic Vulnerability Detection via Specification Inference

MOA: A Profiling-Guided LLM Framework for Memory-Optimization Automation at Codebase Scale

An Organization-Scoped LLM Agent Runtime Architecture for Regulated Cybersecurity Operations

NeuroLog: Reasoning You Can Audit -- Neuro-Symbolic Vulnerability Discovery via LLM Facts, Datalog, and SMT

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Receipt and verification

First computed	2026-07-05T10:45:08.535787Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbaaaf2054df33168079d7652641141eb7788ed14bbf0185a87280fada155bf6

Aliases

arxiv: 2405.17238 · arxiv_version: 2405.17238v3 · doi: 10.48550/arxiv.2405.17238 · pith_short_12: 3OVK6ICU34ZR · pith_short_16: 3OVK6ICU34ZRNADZ · pith_short_8: 3OVK6ICU

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/3OVK6ICU34ZRNADZ25SSMQIUD2 \
  | 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: dbaaaf2054df33168079d7652641141eb7788ed14bbf0185a87280fada155bf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa14091c5fb1846699a16d5f07e38618c5a77c5fb1b3706e1275591c742a3f7c",
    "cross_cats_sorted": [
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-27T14:53:35Z",
    "title_canon_sha256": "ef60290e5f2e8cbcb58588ee1115e393acfcd67fa1cba9de2291e834710fde25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17238",
    "kind": "arxiv",
    "version": 3
  }
}