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Pith Number

pith:WO7IFRMG

pith:2021:WO7IFRMGWMVTMIDQQIUVIV2JTG
not attested not anchored not stored refs pending

Quantifying and Localizing Usable Information Leakage from Neural Network Gradients

Anastasia Borovykh, Deniz G\"und\"uz, Fan Mo, Hamed Haddadi, Mohammad Malekzadeh, Soteris Demetriou

arxiv:2105.13929 v3 · 2021-05-28 · cs.LG

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\usepackage{pith}
\pithnumber{WO7IFRMGWMVTMIDQQIUVIV2JTG}

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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 2026-07-05T04:42:54.691261Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b3be82c586b32b362070822954574999a729cd0eeb9f85f613383d5e9f7a3b40

Aliases

arxiv: 2105.13929 · arxiv_version: 2105.13929v3 · doi: 10.48550/arxiv.2105.13929 · pith_short_12: WO7IFRMGWMVT · pith_short_16: WO7IFRMGWMVTMIDQ · pith_short_8: WO7IFRMG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WO7IFRMGWMVTMIDQQIUVIV2JTG \
  | 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: b3be82c586b32b362070822954574999a729cd0eeb9f85f613383d5e9f7a3b40
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d3f21611d062c99095579947dcf21e6fafcd619a06af6d9ff65a692b9c2e37ab",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-28T15:47:44Z",
    "title_canon_sha256": "ce9138b2442b42b4d3e8b7eade795585e8ee328478fbef5a7af48e88991d7887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13929",
    "kind": "arxiv",
    "version": 3
  }
}