Pith Number

pith:PRNDNXJM

pith:2022:PRNDNXJMWNFACDKQ53NFLP7JWG

not attested not anchored not stored refs pending

Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants

Brendan Dolan-Gavitt, Gustavo Sandoval, Hammond Pearce, Ramesh Karri, Siddharth Garg, Teo Nys

arxiv:2208.09727 v4 · 2022-08-20 · 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{PRNDNXJMWNFACDKQ53NFLP7JWG}

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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

3 papers in Pith

Specification-Driven Development Benchmark: Security Knowledge Transition

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

StarCoder: may the source be with you!

Receipt and verification

First computed	2026-07-05T05:45:32.332257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c5a36dd2cb34a010d50eeda55bfe9b1893dcc6c138105fd7410131b52950fb7

Aliases

arxiv: 2208.09727 · arxiv_version: 2208.09727v4 · doi: 10.48550/arxiv.2208.09727 · pith_short_12: PRNDNXJMWNFA · pith_short_16: PRNDNXJMWNFACDKQ · pith_short_8: PRNDNXJM

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/PRNDNXJMWNFACDKQ53NFLP7JWG \
  | 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: 7c5a36dd2cb34a010d50eeda55bfe9b1893dcc6c138105fd7410131b52950fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a97c501b3b697faa7e47b3a2cd3ba4734e663ba050aff705edfd686cd49f852",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-08-20T17:58:40Z",
    "title_canon_sha256": "8bfb4683a7736400f69c2cce568cdb5bd3da092b641383a1eb7faed87828f0f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.09727",
    "kind": "arxiv",
    "version": 4
  }
}