Pith. sign in
Pith Number

pith:BJJ2MIQP

pith:2024:BJJ2MIQPIZL7AF7YHME5DSWM5I
not attested not anchored not stored refs pending

Adversarial Purification by Consistency-aware Latent Space Optimization on Data Manifolds

Bo Han, Feng Liu, Hui Luo, Jiahao Yang, Jie Chen, Li Wang, Mingkui Tan, Shuhai Zhang

arxiv:2412.08394 v1 · 2024-12-11 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BJJ2MIQPIZL7AF7YHME5DSWM5I}

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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 2026-07-05T09:47:49.409433Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0a53a6220f4657f017f83b09d1caccea0504aabd7180d7e8f8de767d70a7b7d6

Aliases

arxiv: 2412.08394 · arxiv_version: 2412.08394v1 · doi: 10.48550/arxiv.2412.08394 · pith_short_12: BJJ2MIQPIZL7 · pith_short_16: BJJ2MIQPIZL7AF7Y · pith_short_8: BJJ2MIQP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BJJ2MIQPIZL7AF7YHME5DSWM5I \
  | 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: 0a53a6220f4657f017f83b09d1caccea0504aabd7180d7e8f8de767d70a7b7d6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "87820b91ec327f2b4400209d4943b4b37db1d1ad9ea487f85ab1a0b7f03fbf3d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-11T14:14:02Z",
    "title_canon_sha256": "34777a7fbae196fd43d29ac2faed53c7f25ccdfa5b5d79883b29b91672319c34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08394",
    "kind": "arxiv",
    "version": 1
  }
}