Pith Number

pith:EQBSGNN6

pith:2025:EQBSGNN64PTG3I3LUW4G6YNIF7

not attested not anchored not stored refs pending

How Do Diffusion Models Improve Adversarial Robustness?

Liu Yuezhang, Xue-Xin Wei

arxiv:2505.22839 v1 · 2025-05-28 · 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{EQBSGNN64PTG3I3LUW4G6YNIF7}

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	2026-07-05T11:11:50.655419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24032335bee3e66da36ba5b86f61a82fe6c48da5b164bac576886026f0bd3b1e

Aliases

arxiv: 2505.22839 · arxiv_version: 2505.22839v1 · doi: 10.48550/arxiv.2505.22839 · pith_short_12: EQBSGNN64PTG · pith_short_16: EQBSGNN64PTG3I3L · pith_short_8: EQBSGNN6

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/EQBSGNN64PTG3I3LUW4G6YNIF7 \
  | 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: 24032335bee3e66da36ba5b86f61a82fe6c48da5b164bac576886026f0bd3b1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1008f8c01354359b136b7cf6365dc20ca9757b14e07da0b2d23fcbf27b70f0f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T20:19:21Z",
    "title_canon_sha256": "07c4b3515f567d2cd1bb5a34983eea28c735ad207abaf603b7b26ba5132e933e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22839",
    "kind": "arxiv",
    "version": 1
  }
}