Pith Number

pith:OTTKU7IC

pith:2024:OTTKU7ICCTOOAPZXW2IWAJ57YH

not attested not anchored not stored refs pending

Advancing the Robustness of Large Language Models through Self-Denoised Smoothing

Bairu Hou, Gaowen Liu, Guanhua Zhang, Jiabao Ji, Qing Li, Shiyu Chang, Sijia Liu, Wenqi Fan, Yang Zhang, Zhen Zhang

arxiv:2404.12274 v1 · 2024-04-18 · cs.CL · 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{OTTKU7ICCTOOAPZXW2IWAJ57YH}

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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

Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks

Receipt and verification

First computed	2026-07-05T08:09:37.901956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74e6aa7d0214dce03f37b6916027bfc1c3cb49d61152064f541c0f2c89b161c2

Aliases

arxiv: 2404.12274 · arxiv_version: 2404.12274v1 · doi: 10.48550/arxiv.2404.12274 · pith_short_12: OTTKU7ICCTOO · pith_short_16: OTTKU7ICCTOOAPZX · pith_short_8: OTTKU7IC

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/OTTKU7ICCTOOAPZXW2IWAJ57YH \
  | 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: 74e6aa7d0214dce03f37b6916027bfc1c3cb49d61152064f541c0f2c89b161c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec89696886a23444e5b2d3afeda12bfa1307f9cc15090dcac94557353f51c45b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-18T15:47:00Z",
    "title_canon_sha256": "b33a623ba370efa1f53154cdcd04278024a5a9c0f0ba81e65e4fd5ee78f56844"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12274",
    "kind": "arxiv",
    "version": 1
  }
}