Pith Number

pith:Y2NGT3LF

pith:2022:Y2NGT3LFWBHHZ4UMCDHTLAZ2GZ

not attested not anchored not stored refs pending

Optimization for Robustness Evaluation beyond $\ell_p$ Metrics

Buyun Liang, Hengyue Liang, Ju Sun, Tim Mitchell, Ying Cui

arxiv:2210.00621 v2 · 2022-10-02 · cs.LG · cs.CV · eess.SP · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y2NGT3LFWBHHZ4UMCDHTLAZ2GZ}

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

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T05:15:42.889413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c69a69ed65b04e7cf28c10cf35833a36650de4da9e760d5545d10bf3ab91ae2c

Aliases

arxiv: 2210.00621 · arxiv_version: 2210.00621v2 · doi: 10.48550/arxiv.2210.00621 · pith_short_12: Y2NGT3LFWBHH · pith_short_16: Y2NGT3LFWBHHZ4UM · pith_short_8: Y2NGT3LF

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/Y2NGT3LFWBHHZ4UMCDHTLAZ2GZ \
  | 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: c69a69ed65b04e7cf28c10cf35833a36650de4da9e760d5545d10bf3ab91ae2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edbcf0ddfb46266bdeec846ab2e860fbecf87bd3899965fab3ea59825fe41f79",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.SP",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T20:48:05Z",
    "title_canon_sha256": "ccbd3fc697ce6cb1d7cf4e9d063f8f54e9138095cf8ec2d0c390b560fbf7657b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00621",
    "kind": "arxiv",
    "version": 2
  }
}