Pith Number

pith:H5I2FMTW

pith:2025:H5I2FMTWIJCZZS2LPTU4FX25WD

not attested not anchored not stored refs pending

A Taxonomy of Attacks and Defenses in Split Learning

Alptekin K\"up\c{c}\"u, Aqsa Shabbir, Halil \.Ibrahim Kanpak, Sinem Sav

arxiv:2505.05872 v1 · 2025-05-09 · 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{H5I2FMTWIJCZZS2LPTU4FX25WD}

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 Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations

Receipt and verification

First computed	2026-07-05T11:00:49.170667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f51a2b27642459ccb4b7ce9c2df5db0dfe189f085799de1a5bc1e7c1019612d

Aliases

arxiv: 2505.05872 · arxiv_version: 2505.05872v1 · doi: 10.48550/arxiv.2505.05872 · pith_short_12: H5I2FMTWIJCZ · pith_short_16: H5I2FMTWIJCZZS2L · pith_short_8: H5I2FMTW

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/H5I2FMTWIJCZZS2LPTU4FX25WD \
  | 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: 3f51a2b27642459ccb4b7ce9c2df5db0dfe189f085799de1a5bc1e7c1019612d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dc030ffa95f277ca6addb4e2d08653d235fce35ec8fe18efc524cafba51035b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-09T08:19:15Z",
    "title_canon_sha256": "61259079dab32cac215e298f58d01f156b2906d26465240d91287f6a80a350d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05872",
    "kind": "arxiv",
    "version": 1
  }
}