Pith Number

pith:2OUKUJ36

pith:2021:2OUKUJ36MRKUFVKT4VQRV524P5

not attested not anchored not stored refs pending

Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?

Chong Xiang, Mung Chiang, Prateek Mittal, Saeed Mahloujifar, Sihui Dai, Tinashe Handina, Vikash Sehwag

arxiv:2104.09425 v3 · 2021-04-19 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2OUKUJ36MRKUFVKT4VQRV524P5}

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

2 papers in Pith

A Prototypical Signature Approach for Writer-Independent Offline Signature Verification

Sample-wise Adaptive Weighting for Transfer Consistency in Adversarial Distillation

Receipt and verification

First computed	2026-07-05T04:01:41.345017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3a8aa277e645542d553e5611af75c7f71993914b82105976d1a35e5aaef6de9

Aliases

arxiv: 2104.09425 · arxiv_version: 2104.09425v3 · doi: 10.48550/arxiv.2104.09425 · pith_short_12: 2OUKUJ36MRKU · pith_short_16: 2OUKUJ36MRKUFVKT · pith_short_8: 2OUKUJ36

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/2OUKUJ36MRKUFVKT4VQRV524P5 \
  | 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: d3a8aa277e645542d553e5611af75c7f71993914b82105976d1a35e5aaef6de9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ee4a7232eca21bc58aebc9a70d44bf0022fb1ae12f2f7acebe60a5ba2e82b1b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-19T16:17:12Z",
    "title_canon_sha256": "b76cafc86c2cd184df1f35d3abfb9f736dbf7cdd26fce010c4f6f07c0f7e3f8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09425",
    "kind": "arxiv",
    "version": 3
  }
}