Pith Number

pith:6SHB3DFV

pith:2025:6SHB3DFVBCPVBPW7CZQRKCY3A2

not attested not anchored not stored refs pending

Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report

Adam Swanda, Alexander Chen, Aman Priyanshu, Amin Karbasi, Amy Chang, Anu Vellore, Avi Zohary, Baturay Saglam, Blaine Nelson, Dhruv Kedia, Fraser Burch, Hyrum Anderson, Kojin Oshiba, Massimo Aufiero, Omar Santos, Paul Kassianik, Sajana Weerawardhena, Yaron Singer

arxiv:2504.21039 v1 · 2025-04-28 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6SHB3DFVBCPVBPW7CZQRKCY3A2}

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

10 papers in Pith

Inherited Circuits, Learned Semantics: How Fine-Tuning Creates Evasion Vulnerabilities Invisible to Standard Evaluation

ShellGames: Speculative LLM-Driven SSH Deception

Closing the Sim-to-Real Gap: An Evaluation Framework for Autonomous Cyber Defense Configuration of Commercial EDR

Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026

LLMs Uncertainty Quantification via Adaptive Conformal Semantic Entropy

Receipt and verification

First computed	2026-07-05T10:55:55.608298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f48e1d8cb5089f50bedf1661150b1b06910d462a5523cc3dd55f3771fd2be8f5

Aliases

arxiv: 2504.21039 · arxiv_version: 2504.21039v1 · doi: 10.48550/arxiv.2504.21039 · pith_short_12: 6SHB3DFVBCPV · pith_short_16: 6SHB3DFVBCPVBPW7 · pith_short_8: 6SHB3DFV

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/6SHB3DFVBCPVBPW7CZQRKCY3A2 \
  | 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: f48e1d8cb5089f50bedf1661150b1b06910d462a5523cc3dd55f3771fd2be8f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ec62e84980ac5f417557a32691c04e802bf3a6f81640bda69f410fd496ec196",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-28T08:41:12Z",
    "title_canon_sha256": "023cf5e910e5ef0ce14706e8356ec63869e5017c2b61e9afb07c0c2cb2be4cfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21039",
    "kind": "arxiv",
    "version": 1
  }
}