Pith Number

pith:GF4RMAXG

pith:2024:GF4RMAXGDAJXPIVZMMV5GSYNKX

not attested not anchored not stored refs pending

FLARE: Toward Universal Dataset Purification against Backdoor Attacks

Leo Yu Zhang, Linshan Hou, Songhua Chen, Wei Luo, Yiming Li, Zhongyun Hua

arxiv:2411.19479 v3 · 2024-11-29 · cs.CR · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GF4RMAXGDAJXPIVZMMV5GSYNKX}

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.

Receipt and verification

First computed	2026-07-05T11:25:05.894136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31791602e6181377a2b9632bd34b0d55d1fff581b3a1d2dcf7b8dbdcc5a8e365

Aliases

arxiv: 2411.19479 · arxiv_version: 2411.19479v3 · doi: 10.48550/arxiv.2411.19479 · pith_short_12: GF4RMAXGDAJX · pith_short_16: GF4RMAXGDAJXPIVZ · pith_short_8: GF4RMAXG

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/GF4RMAXGDAJXPIVZMMV5GSYNKX \
  | 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: 31791602e6181377a2b9632bd34b0d55d1fff581b3a1d2dcf7b8dbdcc5a8e365

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81696232b0057eae725a0f3adf1234ec3913ff8b8ecb10507310d424f3f3974e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-29T05:34:21Z",
    "title_canon_sha256": "fa46a795e6e1231a2723e25db8d4de397c07abb1e68449beb53819cc395bf233"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19479",
    "kind": "arxiv",
    "version": 3
  }
}