Pith Number

pith:BISXQESP

pith:2021:BISXQESPQXZAEXHH3EEMXXBV45

not attested not anchored not stored refs pending

Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks

Bogdan Kulynych, Kendra Albert, Maggie Delano, Ram Shankar Siva Kumar

arxiv:2107.10302 v2 · 2021-07-11 · cs.CR · cs.CY · 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{BISXQESPQXZAEXHH3EEMXXBV45}

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

Statistical Collusion by Collectives on Learning Platforms

Receipt and verification

First computed	2026-07-05T03:14:46.297883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a2578124f85f2025ce7d908cbdc35e765cd754daab18cb59a673d6e8e87d2cf

Aliases

arxiv: 2107.10302 · arxiv_version: 2107.10302v2 · doi: 10.48550/arxiv.2107.10302 · pith_short_12: BISXQESPQXZA · pith_short_16: BISXQESPQXZAEXHH · pith_short_8: BISXQESP

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/BISXQESPQXZAEXHH3EEMXXBV45 \
  | 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: 0a2578124f85f2025ce7d908cbdc35e765cd754daab18cb59a673d6e8e87d2cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a73ef97b2681edb734f6542709ed6b355bf9ef077c91363f9ff1e50ad7a064cb",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-07-11T13:51:52Z",
    "title_canon_sha256": "b7c14321ff0b9aa5910197dcc3e52f18cd9a825bb5e4aa3f224512855a3a8dac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.10302",
    "kind": "arxiv",
    "version": 2
  }
}