Pith Number

pith:6WTYZ7SI

pith:2024:6WTYZ7SISDZKD4TH7LWAWFT3J7

not attested not anchored not stored refs pending

Hyper Adversarial Tuning for Boosting Adversarial Robustness of Pretrained Large Vision Models

Huangsen Cao, Kainan Tu, Kangtao Lv, Xin Ding, Yihuai Xu, Yongwei Wang, Zhimeng Zhang

arxiv:2410.05951 v1 · 2024-10-08 · 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{6WTYZ7SISDZKD4TH7LWAWFT3J7}

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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

Efficient Adversarial Training via Criticality-Aware Fine-Tuning

Receipt and verification

First computed	2026-07-05T09:17:53.618377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5a78cfe4890f2a1f267faec0b167b4fefab7a049633c44c222a3f058c9f6b08

Aliases

arxiv: 2410.05951 · arxiv_version: 2410.05951v1 · doi: 10.48550/arxiv.2410.05951 · pith_short_12: 6WTYZ7SISDZK · pith_short_16: 6WTYZ7SISDZKD4TH · pith_short_8: 6WTYZ7SI

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/6WTYZ7SISDZKD4TH7LWAWFT3J7 \
  | 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: f5a78cfe4890f2a1f267faec0b167b4fefab7a049633c44c222a3f058c9f6b08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5961f6cca910c29e39e6585a86c8e89539c7c1a7828e0dcfa9b502da53464f1f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-08T12:05:01Z",
    "title_canon_sha256": "003e45aba3a083cb52c237b77c10b73daeb5ff28da18ab6778131eb964584a66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05951",
    "kind": "arxiv",
    "version": 1
  }
}