Pith Number

pith:K4GFMZQ3

pith:2025:K4GFMZQ3JRWCJY7PVPFYGL2UQG

not attested not anchored not stored refs pending

Detecting Untargeted Attacks and Mitigating Unreliable Updates in Federated Learning for Underground Mining Operations

Md Sazedur Rahman, Mohamed Elmahallawy, Samuel Frimpong, Sanjay Madria

arxiv:2508.10212 v1 · 2025-08-13 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K4GFMZQ3JRWCJY7PVPFYGL2UQG}

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	2026-07-05T11:53:33.356687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

570c56661b4c6c24e3efabcb832f5481af82fe2a1bda91d40fe9554288fc103b

Aliases

arxiv: 2508.10212 · arxiv_version: 2508.10212v1 · doi: 10.48550/arxiv.2508.10212 · pith_short_12: K4GFMZQ3JRWC · pith_short_16: K4GFMZQ3JRWCJY7P · pith_short_8: K4GFMZQ3

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/K4GFMZQ3JRWCJY7PVPFYGL2UQG \
  | 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: 570c56661b4c6c24e3efabcb832f5481af82fe2a1bda91d40fe9554288fc103b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3878a1f1541fecf23ab18636804b7395a8ecae8bcd4a88677ec7bc11b9f33e92",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-13T21:53:57Z",
    "title_canon_sha256": "d5444466b3c9156991504afb5adb1015516d021d88f7f8f82115743636df39ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10212",
    "kind": "arxiv",
    "version": 1
  }
}