Pith Number

pith:F22T6ZWB

pith:2023:F22T6ZWBDQZQDEMUY33H353BFY

not attested not anchored not stored refs pending

Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings

Carmela Troncoso, Klim Kireev, Maksym Andriushchenko, Nicolas Flammarion

arxiv:2306.04064 v2 · 2023-06-06 · 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{F22T6ZWBDQZQDEMUY33H353BFY}

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	2026-07-05T07:23:26.634177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eb53f66c11c33019194c6f67df7612e1126ea14d72e623d2d728abe4eacae3d

Aliases

arxiv: 2306.04064 · arxiv_version: 2306.04064v2 · doi: 10.48550/arxiv.2306.04064 · pith_short_12: F22T6ZWBDQZQ · pith_short_16: F22T6ZWBDQZQDEMU · pith_short_8: F22T6ZWB

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/F22T6ZWBDQZQDEMUY33H353BFY \
  | 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: 2eb53f66c11c33019194c6f67df7612e1126ea14d72e623d2d728abe4eacae3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b17e16c55d386e03e373e466ced773186c67454690c18c036843ef3f68462bff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T23:24:02Z",
    "title_canon_sha256": "73cf71d8e8a12e298ab3be4d3e00f787d0cf7287dbb675d94156b4c6ad184a40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04064",
    "kind": "arxiv",
    "version": 2
  }
}