Pith Number

pith:YBZ4NSEQ

pith:2018:YBZ4NSEQU7FEB22PZFUHD7JPLH

not attested not anchored not stored refs pending

The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure

Dimitrios I. Diochnos, Mohammad Mahmoody, Saeed Mahloujifar

arxiv:1809.03063 v2 · 2018-09-09 · cs.LG · cs.CC · 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{YBZ4NSEQU7FEB22PZFUHD7JPLH}

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	2026-05-18T00:01:28.393468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c073c6c890a7ca40eb4fc96871fd2f59c21bbeacbdc2e8baccccdb9c36a3c098

Aliases

arxiv: 1809.03063 · arxiv_version: 1809.03063v2 · doi: 10.48550/arxiv.1809.03063 · pith_short_12: YBZ4NSEQU7FE · pith_short_16: YBZ4NSEQU7FEB22P · pith_short_8: YBZ4NSEQ

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/YBZ4NSEQU7FEB22PZFUHD7JPLH \
  | 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: c073c6c890a7ca40eb4fc96871fd2f59c21bbeacbdc2e8baccccdb9c36a3c098

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec78bf9088f887aa56c450f12e2359b41769079f7377a831a296662f5dce3347",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-09T23:57:29Z",
    "title_canon_sha256": "2b820103a171ec6be0d6ae7919cf25c33e92956da1f03e19aa369e8ee6debfcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.03063",
    "kind": "arxiv",
    "version": 2
  }
}