Pith Number

pith:PKODMDRG

pith:2023:PKODMDRGRS3OSCBLZFJW5OCLA6

not attested not anchored not stored refs pending

A reading survey on adversarial machine learning: Adversarial attacks and their understanding

Shashank Kotyan

arxiv:2308.03363 v1 · 2023-08-07 · cs.LG · cs.AI · 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{PKODMDRGRS3OSCBLZFJW5OCLA6}

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

Leveraging Trustworthy AI for Automotive Security in Multi-Domain Operations: Towards a Responsive Human-AI Multi-Domain Task Force for Cyber Social Security

Receipt and verification

First computed	2026-07-05T06:38:15.938190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a9c360e268cb6e9082bc9536eb84b07a10e838e921703d5c8307692812610b3

Aliases

arxiv: 2308.03363 · arxiv_version: 2308.03363v1 · doi: 10.48550/arxiv.2308.03363 · pith_short_12: PKODMDRGRS3O · pith_short_16: PKODMDRGRS3OSCBL · pith_short_8: PKODMDRG

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/PKODMDRGRS3OSCBLZFJW5OCLA6 \
  | 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: 7a9c360e268cb6e9082bc9536eb84b07a10e838e921703d5c8307692812610b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5447b155f413f36e28811dee5751c08953a1fad5b33b1095c1805f93d9b693a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-07T07:37:26Z",
    "title_canon_sha256": "cf3be14b8a1aaebf97219a3e87cfa6147b31eb6bc70a0bc6139e82d6dbabe21e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.03363",
    "kind": "arxiv",
    "version": 1
  }
}