Pith Number

pith:2J5LWBXT

pith:2022:2J5LWBXTYQLAPQSI67TYZ4YWRX

not attested not anchored not stored refs pending

Scaling Adversarial Training to Large Perturbation Bounds

Gaurang Sriramanan, R.Venkatesh Babu, Samyak Jain, Sravanti Addepalli

arxiv:2210.09852 v1 · 2022-10-18 · cs.LG · cs.CR · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2J5LWBXTYQLAPQSI67TYZ4YWRX}

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

Expert Survey: AI Reliability & Security Research Priorities

Receipt and verification

First computed	2026-07-05T05:08:00.166667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d27abb06f3c41607c248f7e78cf3168dda642621f8f409d909b38a53af0b82b3

Aliases

arxiv: 2210.09852 · arxiv_version: 2210.09852v1 · doi: 10.48550/arxiv.2210.09852 · pith_short_12: 2J5LWBXTYQLA · pith_short_16: 2J5LWBXTYQLAPQSI · pith_short_8: 2J5LWBXT

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/2J5LWBXTYQLAPQSI67TYZ4YWRX \
  | 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: d27abb06f3c41607c248f7e78cf3168dda642621f8f409d909b38a53af0b82b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dc5c77d7fe6b12e1fc0cb97e94c5a10281c34f4790c74d6ef7cb730f8164784",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-18T13:34:16Z",
    "title_canon_sha256": "94dc902c7273a9fa1cc258ae6f7d1890280fe623a1402d8d57be4472371d39b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09852",
    "kind": "arxiv",
    "version": 1
  }
}