Pith Number

pith:DCAYVZE3

pith:2021:DCAYVZE3QKJCQ5E54KID6RSM3P

not attested not anchored not stored refs pending

Active Learning Under Malicious Mislabeling and Poisoning Attacks

Jing Lin, Kaiqi Xiong, Ryan Luley

arxiv:2101.00157 v4 · 2021-01-01 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCAYVZE3QKJCQ5E54KID6RSM3P}

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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

A Novel Active Learning Approach to Label One Million Unknown Malware Variants

Receipt and verification

First computed	2026-07-05T03:10:51.743632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18818ae49b829228749de2903f464cdbd47064e87acfe582842f8e37e4ad7177

Aliases

arxiv: 2101.00157 · arxiv_version: 2101.00157v4 · doi: 10.48550/arxiv.2101.00157 · pith_short_12: DCAYVZE3QKJC · pith_short_16: DCAYVZE3QKJCQ5E5 · pith_short_8: DCAYVZE3

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/DCAYVZE3QKJCQ5E54KID6RSM3P \
  | 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: 18818ae49b829228749de2903f464cdbd47064e87acfe582842f8e37e4ad7177

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3350915e30ac62d55dca87ec87bb244c7a95b5420c92cc8f1bf1164a40f8fb53",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-01T03:43:36Z",
    "title_canon_sha256": "11cda5a7fd45206dd2eb56641c0bdccd97edd95e63223dbfc790f764e1cb79c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.00157",
    "kind": "arxiv",
    "version": 4
  }
}