Pith Number

pith:5YDH4FIP

pith:2024:5YDH4FIPVMJCSGXUXCBOAVLJ2H

not attested not anchored not stored refs pending

TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models

Kehai Chen, Lemao Liu, Mingming Yang, Min Zhang, Xuefeng Bai, Yang Xiang, Zelin Li

arxiv:2408.13985 v3 · 2024-08-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5YDH4FIPVMJCSGXUXCBOAVLJ2H}

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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

1 paper in Pith

On the Validity of Traditional Vulnerability Scoring Systems for Adversarial Attacks against LLMs

Receipt and verification

First computed	2026-07-05T09:04:39.511516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee067e150fab12291af4b882e05569d1db2e8f92962cdac91fb5863c3207a9ab

Aliases

arxiv: 2408.13985 · arxiv_version: 2408.13985v3 · doi: 10.48550/arxiv.2408.13985 · pith_short_12: 5YDH4FIPVMJC · pith_short_16: 5YDH4FIPVMJCSGXU · pith_short_8: 5YDH4FIP

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/5YDH4FIPVMJCSGXUXCBOAVLJ2H \
  | 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: ee067e150fab12291af4b882e05569d1db2e8f92962cdac91fb5863c3207a9ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f89ec3506c4bd9198b291163c29499b5bf3d54c0a57e7129c29a6417bfcf22e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-26T02:35:37Z",
    "title_canon_sha256": "6ed59274950076e28ed24fe8312e55c5388474c568befc1ce21a01171b741614"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13985",
    "kind": "arxiv",
    "version": 3
  }
}