Pith Number

pith:CEXGKYWL

pith:2022:CEXGKYWLBHN5Y3NVVKM4BWA3V4

not attested not anchored not stored refs pending

Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning

Marissa Connor, Vincent Emanuele

arxiv:2212.02582 v1 · 2022-12-05 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CEXGKYWLBHN5Y3NVVKM4BWA3V4}

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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

Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning

Receipt and verification

First computed	2026-07-05T05:22:32.488118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

112e6562cb09dbdc6db5aa99c0d81baf292208552a5dba216b4301fddc7e0bdf

Aliases

arxiv: 2212.02582 · arxiv_version: 2212.02582v1 · doi: 10.48550/arxiv.2212.02582 · pith_short_12: CEXGKYWLBHN5 · pith_short_16: CEXGKYWLBHN5Y3NV · pith_short_8: CEXGKYWL

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/CEXGKYWLBHN5Y3NVVKM4BWA3V4 \
  | 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: 112e6562cb09dbdc6db5aa99c0d81baf292208552a5dba216b4301fddc7e0bdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4909959cea9d5d73546d58d4232aae16d8c0b880601c5b728380efd5b5b5c17d",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-05T20:21:31Z",
    "title_canon_sha256": "e95fb78628baed73917c317a61c8b1e2dcbfa173ea9864de46a32f557c6cfd3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02582",
    "kind": "arxiv",
    "version": 1
  }
}