Pith Number

pith:KSAOLEBH

pith:2023:KSAOLEBHYRL7YMHUXCKE7UQSMJ

not attested not anchored not stored refs pending

Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning

Dimitar I. Dimitrov, Kostadin Garov, Martin Vechev, Nikola Jovanovi\'c

arxiv:2306.03013 v5 · 2023-06-05 · cs.CR · 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{KSAOLEBHYRL7YMHUXCKE7UQSMJ}

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

When the Aggregator Cheats: Data-Free Backdoors in Federated LLM-based QA Systems

Receipt and verification

First computed	2026-07-05T08:07:56.607186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5480e59027c457fc30f4b8944fd212627a9891510e20669826c07b063bf9b5bb

Aliases

arxiv: 2306.03013 · arxiv_version: 2306.03013v5 · doi: 10.48550/arxiv.2306.03013 · pith_short_12: KSAOLEBHYRL7 · pith_short_16: KSAOLEBHYRL7YMHU · pith_short_8: KSAOLEBH

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/KSAOLEBHYRL7YMHUXCKE7UQSMJ \
  | 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: 5480e59027c457fc30f4b8944fd212627a9891510e20669826c07b063bf9b5bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90d2565b49236ff26c468d9ad85cadfac0ca1be60a510cc57747942f1da26e6f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-05T16:29:54Z",
    "title_canon_sha256": "e8efa5850fac02d765d32d4e8118335376e242ee85f61423bd66b3455f61f36b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03013",
    "kind": "arxiv",
    "version": 5
  }
}