Pith Number

pith:B5LUHT6P

pith:2023:B5LUHT6PJCLBMHLN53XKFMICK2

not attested not anchored not stored refs pending

Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios

Beihao Xia, Bin Li, Heng Li, Hong Sun, Pengfei Xia, Yi Wu, Ziqiang Li

arxiv:2306.08386 v2 · 2023-06-14 · cs.CR · cs.CV

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\usepackage{pith}
\pithnumber{B5LUHT6PJCLBMHLN53XKFMICK2}

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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

Poison in the Well: Feature Embedding Disruption in Backdoor Attacks

Receipt and verification

First computed	2026-07-05T08:09:42.953549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f5743cfcf4896161d6deeeea2b10256b03b6a58134612e3916765dec9f5fb2b

Aliases

arxiv: 2306.08386 · arxiv_version: 2306.08386v2 · doi: 10.48550/arxiv.2306.08386 · pith_short_12: B5LUHT6PJCLB · pith_short_16: B5LUHT6PJCLBMHLN · pith_short_8: B5LUHT6P

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/B5LUHT6PJCLBMHLN53XKFMICK2 \
  | 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: 0f5743cfcf4896161d6deeeea2b10256b03b6a58134612e3916765dec9f5fb2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2325e3b7924dbcf500960334efcbc2adaf9ade850e926eaa69eaf5375e42e01b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-14T09:21:48Z",
    "title_canon_sha256": "a693cfb0409c7a1e62bc63f67d168543991946cfcb22dae8e9b06afccf0ec7ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08386",
    "kind": "arxiv",
    "version": 2
  }
}