Pith. sign in
Pith Number

pith:Y4ARX4DC

pith:2025:Y4ARX4DCEXXJGHPFFZLLXG735O
not attested not anchored not stored refs pending

Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification

Haonan Yuan, Jianxin Li, Jiayi Luo, Qingyun Sun, Xingcheng Fu

arxiv:2502.05000 v1 · 2025-02-07 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Y4ARX4DCEXXJGHPFFZLLXG735O}

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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 2026-07-05T10:11:01.231998Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c7011bf06225ee931de52e56bb9bfbebb692837ceab252e18d453b264a7e797f

Aliases

arxiv: 2502.05000 · arxiv_version: 2502.05000v1 · doi: 10.48550/arxiv.2502.05000 · pith_short_12: Y4ARX4DCEXXJ · pith_short_16: Y4ARX4DCEXXJGHPF · pith_short_8: Y4ARX4DC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y4ARX4DCEXXJGHPFFZLLXG735O \
  | 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: c7011bf06225ee931de52e56bb9bfbebb692837ceab252e18d453b264a7e797f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2306ee2405025b5df9868271754450465de435b9118889252eff4f902bdbe0cd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T15:21:47Z",
    "title_canon_sha256": "13aa8dd10df5e04c6708c327c0bfbcab8eab45ccb5e4da0cb4aad028192495e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05000",
    "kind": "arxiv",
    "version": 1
  }
}