Pith Number

pith:CVJ5RAHM

pith:2021:CVJ5RAHMMHS6KMMEFY35GM7JGL

not attested not anchored not stored refs pending

Learning and Certification under Instance-targeted Poisoning

Amin Karbasi, Ji Gao, Mohammad Mahmoody

arxiv:2105.08709 v2 · 2021-05-18 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CVJ5RAHMMHS6KMMEFY35GM7JGL}

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.

Cited by

1 paper in Pith

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

Receipt and verification

First computed	2026-07-05T03:04:05.068226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1553d880ec61e5e531842e37d333e932de024410c3e5fee434c0d660142abc40

Aliases

arxiv: 2105.08709 · arxiv_version: 2105.08709v2 · doi: 10.48550/arxiv.2105.08709 · pith_short_12: CVJ5RAHMMHS6 · pith_short_16: CVJ5RAHMMHS6KMME · pith_short_8: CVJ5RAHM

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/CVJ5RAHMMHS6KMMEFY35GM7JGL \
  | 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: 1553d880ec61e5e531842e37d333e932de024410c3e5fee434c0d660142abc40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb2c14b0cd794c79d9dae5f9f2e4c6e888b77e0ea8004300e2a310c18800bc28",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-18T17:48:15Z",
    "title_canon_sha256": "2414a9f313540340e4d68418006daadf8d8e801675bc17878da7402974774d57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08709",
    "kind": "arxiv",
    "version": 2
  }
}