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Pith Number

pith:YCXPKOV3

pith:2020:YCXPKOV3FC3STR6HIMRJOJM3FF
not attested not anchored not stored refs pending

Inverting Gradients -- How easy is it to break privacy in federated learning?

Hannah Dr\"oge, Hartmut Bauermeister, Jonas Geiping, Michael Moeller

arxiv:2003.14053 v2 · 2020-03-31 · cs.CV · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YCXPKOV3FC3STR6HIMRJOJM3FF}

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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

Receipt and verification
First computed 2026-07-05T01:34:42.637515Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c0aef53abb28b729c7c7432297259b2975489eb25499c8a737c0576fefe89ede

Aliases

arxiv: 2003.14053 · arxiv_version: 2003.14053v2 · doi: 10.48550/arxiv.2003.14053 · pith_short_12: YCXPKOV3FC3S · pith_short_16: YCXPKOV3FC3STR6H · pith_short_8: YCXPKOV3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YCXPKOV3FC3STR6HIMRJOJM3FF \
  | 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: c0aef53abb28b729c7c7432297259b2975489eb25499c8a737c0576fefe89ede
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e3846bef48b6677dd4bc75a9427c104bf96b602f109189e557cfec83980389b4",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-03-31T09:35:02Z",
    "title_canon_sha256": "435ec1c9fd0e403c18a6a44f91ab93e96f4fcc644d2e101d69c0ce1db36c107b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.14053",
    "kind": "arxiv",
    "version": 2
  }
}