Pith Number

pith:BWDDW4BN

pith:2024:BWDDW4BNWKEOE7UCSEMPEKJM6A

not attested not anchored not stored refs pending

FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning

Amin Hass, Aolin Ding, Hai "Helen" Li, Jingyang Zhang, Louis DiValentin, Minxue Tang, Yiran Chen, Yitu Wang

arxiv:2409.08372 v2 · 2024-09-12 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWDDW4BNWKEOE7UCSEMPEKJM6A}

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.

Receipt and verification

First computed	2026-07-05T10:49:09.098392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d863b702db288e27e829118f2292cf014f4220896d2e6d097c1723c4c6e08fe

Aliases

arxiv: 2409.08372 · arxiv_version: 2409.08372v2 · doi: 10.48550/arxiv.2409.08372 · pith_short_12: BWDDW4BNWKEO · pith_short_16: BWDDW4BNWKEOE7UC · pith_short_8: BWDDW4BN

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/BWDDW4BNWKEOE7UCSEMPEKJM6A \
  | 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: 0d863b702db288e27e829118f2292cf014f4220896d2e6d097c1723c4c6e08fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19ff2a906bb358d53a9c4fc930c2a2d33038cd0756435f209dc5163e07361f6d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-12T19:39:14Z",
    "title_canon_sha256": "947c3c535b12785abd5e22489aa8cb52e9ccfd8e86d301611ce97b3fe211c47a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08372",
    "kind": "arxiv",
    "version": 2
  }
}