Pith Number

pith:KCMVU3UE

pith:2020:KCMVU3UENJVRQ7UHLOOUIVMEQQ

not attested not anchored not stored refs pending

Adversarial Machine Learning -- Industry Perspectives

Andi Comissoneru, Andrew Marshall, John Lambert, Magnus Nystr\"om, Mario Goertzel, Matt Swann, Ram Shankar Siva Kumar, Sharon Xia

arxiv:2002.05646 v3 · 2020-02-04 · cs.CY · cs.CR · cs.LG · 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{KCMVU3UENJVRQ7UHLOOUIVMEQQ}

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

The Ultimate Cookbook for Invisible Poison: Crafting Subtle Clean-Label Text Backdoors with Style Attributes

Receipt and verification

First computed	2026-07-05T02:24:28.469260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50995a6e846a6b187e875b9d44558484211d0aafe234da1c6f0bf628ea425a8f

Aliases

arxiv: 2002.05646 · arxiv_version: 2002.05646v3 · doi: 10.48550/arxiv.2002.05646 · pith_short_12: KCMVU3UENJVR · pith_short_16: KCMVU3UENJVRQ7UH · pith_short_8: KCMVU3UE

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/KCMVU3UENJVRQ7UHLOOUIVMEQQ \
  | 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: 50995a6e846a6b187e875b9d44558484211d0aafe234da1c6f0bf628ea425a8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a475347e270e26e4e5707e97c1be7207f38a3f1aacf772d827d995d25cbbdeb5",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2020-02-04T02:28:34Z",
    "title_canon_sha256": "3c68f2f120d1a001656bea243163a2ebb60cf73f45d785cfc4dcf37e2f16939c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.05646",
    "kind": "arxiv",
    "version": 3
  }
}