pith. sign in
Pith Number

pith:R2UWJLIK

pith:2025:R2UWJLIK2NKPPVYK5ZBHYQJJR3
not attested not anchored not stored refs pending

Attacks on Machine-Text Detectors Retain Stylistic Fingerprints

Barry Chen, Nicholas Andrews, Rafael Rivera Soto

arxiv:2505.14608 v3 · 2025-05-20 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{R2UWJLIK2NKPPVYK5ZBHYQJJR3}

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 2026-06-10T01:08:27.859640Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8ea964ad0ad354f7d70aee427c41298ee188aeb50330a0f878a78c9fbc5cf079

Aliases

arxiv: 2505.14608 · arxiv_version: 2505.14608v3 · doi: 10.48550/arxiv.2505.14608 · pith_short_12: R2UWJLIK2NKP · pith_short_16: R2UWJLIK2NKPPVYK · pith_short_8: R2UWJLIK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/R2UWJLIK2NKPPVYK5ZBHYQJJR3 \
  | 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: 8ea964ad0ad354f7d70aee427c41298ee188aeb50330a0f878a78c9fbc5cf079
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "05f2be3599754dceded66966f4eb02ada99eaca705846bac83eed3e7e6dfbb33",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T16:55:44Z",
    "title_canon_sha256": "b7a33819d852e13d78d357b51bac2abc850089a5f0199374b546dba28ddaedbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14608",
    "kind": "arxiv",
    "version": 3
  }
}