Pith Number

pith:K7LC2MUN

pith:2022:K7LC2MUNKJNKYM6USVSWH32SIG

not attested not anchored not stored refs pending

Stability Analysis and Generalization Bounds of Adversarial Training

Jiancong Xiao, Jue Wang, Ruoyu Sun, Yanbo Fan, Zhi-Quan Luo

arxiv:2210.00960 v2 · 2022-10-03 · 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{K7LC2MUNKJNKYM6USVSWH32SIG}

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

Exploring the Generalization Capabilities of AID-based Bi-level Optimization

Receipt and verification

First computed	2026-07-05T05:11:43.059385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57d62d328d525aac33d4956563ef5241a84f6f34fd44abea2562c296379c3b05

Aliases

arxiv: 2210.00960 · arxiv_version: 2210.00960v2 · doi: 10.48550/arxiv.2210.00960 · pith_short_12: K7LC2MUNKJNK · pith_short_16: K7LC2MUNKJNKYM6U · pith_short_8: K7LC2MUN

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/K7LC2MUNKJNKYM6USVSWH32SIG \
  | 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: 57d62d328d525aac33d4956563ef5241a84f6f34fd44abea2562c296379c3b05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d3f120d74501fa585a9d9af5ba6951aab9c07cc2d0c26b5207835c20822c7c9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-03T14:21:46Z",
    "title_canon_sha256": "6508c4617d7ebd9d892bb5020c41ea9520bf074558e5941272d95368e86ce924"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00960",
    "kind": "arxiv",
    "version": 2
  }
}