Pith. sign in
Pith Number

pith:HSVMBIWL

pith:2025:HSVMBIWLPZIIK4BE4ZA77WMMLK
not attested not anchored not stored refs pending

Prediction Inconsistency Helps Achieve Generalizable Detection of Adversarial Examples

Chao Shen, Chenhao Lin, Cong Wang, Qian Li, Qian Wang, Sicong Han, Xinlei He, Xiyuan Wang, Zhengyu Zhao

arxiv:2506.03765 v1 · 2025-06-04 · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HSVMBIWLPZIIK4BE4ZA77WMMLK}

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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.
Receipt and verification
First computed 2026-07-05T11:15:51.618231Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3caac0a2cb7e50857024e641ffd98c5a9243e5e37d56b9b840c7e4180fed3027

Aliases

arxiv: 2506.03765 · arxiv_version: 2506.03765v1 · doi: 10.48550/arxiv.2506.03765 · pith_short_12: HSVMBIWLPZII · pith_short_16: HSVMBIWLPZIIK4BE · pith_short_8: HSVMBIWL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HSVMBIWLPZIIK4BE4ZA77WMMLK \
  | 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: 3caac0a2cb7e50857024e641ffd98c5a9243e5e37d56b9b840c7e4180fed3027
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f35b3796c2a55c5d8fe329cfa91ecb6f3cc1ec29fc449345be9cabee52101597",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-04T09:29:11Z",
    "title_canon_sha256": "636383ffcca0055f06fb8f18b76e4457e00314e15a574fd458b87519df0e9c84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03765",
    "kind": "arxiv",
    "version": 1
  }
}