Pith Number

pith:SX5YLJMJ

pith:2023:SX5YLJMJCQZCEXM3PJTLIBIS7X

not attested not anchored not stored refs pending

Adversarial Machine Learning and Cybersecurity: Risks, Challenges, and Legal Implications

Andrew Lohn, Brenda Leong, Christina Liaghati, Cindy Martinez, Crystal D. Grant, Daniel Rohrer, Heather Frase, James X. Dempsey, John Bansemer, Jonathan Elliott, Jonathan Spring, Micah Musser, Mikel Rodriguez, Mitt Regan, Ram Shankar Siva Kumar, Rumman Chowdhury, Stefan Hermanek

arxiv:2305.14553 v1 · 2023-05-23 · cs.CR · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SX5YLJMJCQZCEXM3PJTLIBIS7X}

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	2026-07-05T06:13:24.844604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95fb85a5891432225d9b7a66b40512fdf62fb11583f1c9455c739539d1bd6077

Aliases

arxiv: 2305.14553 · arxiv_version: 2305.14553v1 · doi: 10.48550/arxiv.2305.14553 · pith_short_12: SX5YLJMJCQZC · pith_short_16: SX5YLJMJCQZCEXM3 · pith_short_8: SX5YLJMJ

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/SX5YLJMJCQZCEXM3PJTLIBIS7X \
  | 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: 95fb85a5891432225d9b7a66b40512fdf62fb11583f1c9455c739539d1bd6077

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47312bc676159d6cbb4887fa2c5cc0a7df05d6cf16ce5fa0d88bef3c70e6497f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-05-23T22:27:53Z",
    "title_canon_sha256": "065a0310117f7a4edf84046c29de2ce845a2c856d70d8d1e474e3435c1e8c459"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14553",
    "kind": "arxiv",
    "version": 1
  }
}