Pith Number

pith:QAB7WKFN

pith:2024:QAB7WKFNNRQPYL4RZ7IJOS675H

not attested not anchored not stored refs pending

Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance

Ling Liu, Wenqi Wei

arxiv:2402.01096 v1 · 2024-02-02 · cs.LG · cs.AI · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QAB7WKFNNRQPYL4RZ7IJOS675H}

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

REACH: Reinforcement Learning for Efficient Allocation in Community and Heterogeneous Networks

Receipt and verification

First computed	2026-07-05T07:40:30.583910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8003fb28ad6c60fc2f91cfd0974bdfe9ea49e24639d59fe988991200346d19be

Aliases

arxiv: 2402.01096 · arxiv_version: 2402.01096v1 · doi: 10.48550/arxiv.2402.01096 · pith_short_12: QAB7WKFNNRQP · pith_short_16: QAB7WKFNNRQPYL4R · pith_short_8: QAB7WKFN

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/QAB7WKFNNRQPYL4RZ7IJOS675H \
  | 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: 8003fb28ad6c60fc2f91cfd0974bdfe9ea49e24639d59fe988991200346d19be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81488754e3de3e6621f26e51b6232e73680d6351c459bc752e3a351cd9494b7d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-02T01:58:58Z",
    "title_canon_sha256": "d3b2fbf729364b7aea72de8d5fee77f4e2a88286115d9a4ffed7b3eda1640dc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01096",
    "kind": "arxiv",
    "version": 1
  }
}