Pith Number

pith:7EA6HWLA

pith:2023:7EA6HWLAIRD24L66I5AUUGZPDB

not attested not anchored not stored refs pending

Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning

Songze Li, Yanbo Dai

arxiv:2304.12961 v2 · 2023-04-25 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7EA6HWLAIRD24L66I5AUUGZPDB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

DROP: Poison Dilution via Knowledge Distillation for Federated Learning

Receipt and verification

First computed	2026-07-05T06:13:56.300962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f901e3d9604447ae2fde47414a1b2f184ce70636eb0ec37cfe7ce9d2a767cfe7

Aliases

arxiv: 2304.12961 · arxiv_version: 2304.12961v2 · doi: 10.48550/arxiv.2304.12961 · pith_short_12: 7EA6HWLAIRD2 · pith_short_16: 7EA6HWLAIRD24L66 · pith_short_8: 7EA6HWLA

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/7EA6HWLAIRD24L66I5AUUGZPDB \
  | 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: f901e3d9604447ae2fde47414a1b2f184ce70636eb0ec37cfe7ce9d2a767cfe7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee506d59d9d3ea661e16b699581a0803b199c4a9b7915e58f885e441c53f5028",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-25T16:11:10Z",
    "title_canon_sha256": "807e70e1082f64b9ecf47c8d8a644e89796f7ec6e6bd5f35a715ebfba6543c02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12961",
    "kind": "arxiv",
    "version": 2
  }
}