Pith Number

pith:G335IZL2

pith:2023:G335IZL27VBEUMFGBCPAU2TCH7

not attested not anchored not stored refs pending

Knowledge Distillation in Federated Edge Learning: A Survey

Bo Gao, Min Liu, Runhan Li, Sheng Sun, Xuefeng Jiang, Yuwei Wang, Zhiyuan Wu

arxiv:2301.05849 v3 · 2023-01-14 · 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{G335IZL27VBEUMFGBCPAU2TCH7}

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

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives

Receipt and verification

First computed	2026-07-05T07:52:08.253924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36f7d4657afd424a30a6089e0a6a623fd62e3f4248e1d15a74797cf634d46dff

Aliases

arxiv: 2301.05849 · arxiv_version: 2301.05849v3 · doi: 10.48550/arxiv.2301.05849 · pith_short_12: G335IZL27VBE · pith_short_16: G335IZL27VBEUMFG · pith_short_8: G335IZL2

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/G335IZL27VBEUMFGBCPAU2TCH7 \
  | 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: 36f7d4657afd424a30a6089e0a6a623fd62e3f4248e1d15a74797cf634d46dff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03ff15918e0d07969dcea2042afa63058de559fddff98c9940bf39b1de065aff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-14T08:08:29Z",
    "title_canon_sha256": "d194e79371477d4f805403ef9447f8eccd907ed9be16d4cac1eecf1bf1ec3111"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.05849",
    "kind": "arxiv",
    "version": 3
  }
}