Pith Number

pith:VUUNLLLG

pith:2024:VUUNLLLGQCNPZOE4MIDMSJDRBC

not attested not anchored not stored refs pending

Foundation Models in Federated Learning: Assessing Backdoor Vulnerabilities

Chen Wu, Jiaqi Wang, Xi Li

arxiv:2401.10375 v3 · 2024-01-18 · cs.CR · cs.DC · 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{VUUNLLLGQCNPZOE4MIDMSJDRBC}

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

3 papers in Pith

Loss Landscape Poisoning: Targeted Extraction of Unseen Training Data from LLMs

Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation

Robotics-Inspired Guardrails for Foundation Models in Socially Sensitive Domains

Receipt and verification

First computed	2026-07-05T10:51:03.434497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad28d5ad66809afcb89c6206c9247108943749b9dee40d18036eef8d2a7a1015

Aliases

arxiv: 2401.10375 · arxiv_version: 2401.10375v3 · doi: 10.48550/arxiv.2401.10375 · pith_short_12: VUUNLLLGQCNP · pith_short_16: VUUNLLLGQCNPZOE4 · pith_short_8: VUUNLLLG

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/VUUNLLLGQCNPZOE4MIDMSJDRBC \
  | 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: ad28d5ad66809afcb89c6206c9247108943749b9dee40d18036eef8d2a7a1015

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37a3bd9d0a2c543177cd21289cc15e7237bae9d2f82ded650a0b7ca0a86be67c",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-01-18T20:56:42Z",
    "title_canon_sha256": "207b15f62e22a7b1f49eb1202f545ca77f2737ac73eb009fbb8bf0a91ea22d8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10375",
    "kind": "arxiv",
    "version": 3
  }
}