Pith. sign in
Pith Number

pith:3GWV5TLR

pith:2024:3GWV5TLR2FRNIAAMGPGK7NVPBJ
not attested not anchored not stored refs pending

SAFLITE: Fuzzing Autonomous Systems via Large Language Models

Adrians Skapars, Declan Kehoe, Fardeen Mackenzie, Suzanne Embury, Taohong Zhu, William Newton, Youcheng Sun

arxiv:2412.18727 v1 · 2024-12-25 · cs.SE · cs.AI · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3GWV5TLR2FRNIAAMGPGK7NVPBJ}

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 2026-07-05T09:54:09.737017Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d9ad5ecd71d162d4000c33ccafb6af0a704820a2c14f03ae058921a3ca893e74

Aliases

arxiv: 2412.18727 · arxiv_version: 2412.18727v1 · doi: 10.48550/arxiv.2412.18727 · pith_short_12: 3GWV5TLR2FRN · pith_short_16: 3GWV5TLR2FRNIAAM · pith_short_8: 3GWV5TLR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3GWV5TLR2FRNIAAMGPGK7NVPBJ \
  | 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: d9ad5ecd71d162d4000c33ccafb6af0a704820a2c14f03ae058921a3ca893e74
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "59f3c6d3f8c000e040be3365472148bdeb9c1f3ed9ac88fe463934c3933d4171",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-25T01:00:05Z",
    "title_canon_sha256": "51f2375e8abbd7c76882d16eca45ae9a0bd3ae8dc58e5d34cfb6a1be60ccecdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18727",
    "kind": "arxiv",
    "version": 1
  }
}