Pith Number

pith:XNTI7L47

pith:2021:XNTI7L47NFJXXATUVRCLMIUW5D

not attested not anchored not stored refs pending

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models

Jie Zhou, Peng Li, Wenkai Yang, Xu Sun, Yankai Lin

arxiv:2110.07831 v1 · 2021-10-15 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XNTI7L47NFJXXATUVRCLMIUW5D}

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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

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics

Receipt and verification

First computed	2026-07-05T03:22:50.391266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb668faf9f69537b8274ac44b62296e8c080b2b7a457c80187bb939345c3fd50

Aliases

arxiv: 2110.07831 · arxiv_version: 2110.07831v1 · doi: 10.48550/arxiv.2110.07831 · pith_short_12: XNTI7L47NFJX · pith_short_16: XNTI7L47NFJXXATU · pith_short_8: XNTI7L47

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/XNTI7L47NFJXXATUVRCLMIUW5D \
  | 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: bb668faf9f69537b8274ac44b62296e8c080b2b7a457c80187bb939345c3fd50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5f7af2709aab9777cc45758ac5ff1bfbe2e99a0b0f46a255a8a75b6aa5618f1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-15T03:09:26Z",
    "title_canon_sha256": "9d92fc9de98603aa3ef670f94ae1de63cd49d5c0ed655d39480c4569dac8aee1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07831",
    "kind": "arxiv",
    "version": 1
  }
}