Pith Number

pith:U2QHVC5W

pith:2020:U2QHVC5WK2YAZSCJFEDOBY35J4

not attested not anchored not stored refs pending

Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?

Chao Shen, Chenhao Lin, Kaidi Jin, Ming Fan, Tianwei Zhang, Ting Liu, Yufei Chen

arxiv:2006.14871 v2 · 2020-06-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U2QHVC5WK2YAZSCJFEDOBY35J4}

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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

FL-PLAS: Federated Learning with Partial Layer Aggregation for Backdoor Defense Against High-Ratio Malicious Clients

Receipt and verification

First computed	2026-07-05T04:44:27.172901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6a07a8bb656b00cc8492906e0e37d4f206a4f57ccfc34bcb7150a78d04c8a4c

Aliases

arxiv: 2006.14871 · arxiv_version: 2006.14871v2 · doi: 10.48550/arxiv.2006.14871 · pith_short_12: U2QHVC5WK2YA · pith_short_16: U2QHVC5WK2YAZSCJ · pith_short_8: U2QHVC5W

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/U2QHVC5WK2YAZSCJFEDOBY35J4 \
  | 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: a6a07a8bb656b00cc8492906e0e37d4f206a4f57ccfc34bcb7150a78d04c8a4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76176d06d479deea4059a3dc640ed3dba1ffdf51f2ffdb81e2dc6866e542ee6a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-26T09:09:27Z",
    "title_canon_sha256": "644a31e7c656c053e212852ce4d9b4a85061612a4fe3a226f4a2dfb71b11f421"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14871",
    "kind": "arxiv",
    "version": 2
  }
}