Pith Number

pith:354YQASW

pith:2019:354YQASWGO2SIG7UL7JMUVURHA

not attested not anchored not stored refs pending

Adversarial Security Attacks and Perturbations on Machine Learning and Deep Learning Methods

Arif Siddiqi

arxiv:1907.07291 v1 · 2019-07-17 · cs.LG · 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{354YQASWGO2SIG7UL7JMUVURHA}

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	2026-05-17T23:40:22.783299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df7988025633b5241bf45fd2ca569138015dce46999d2552665113cb7b14833a

Aliases

arxiv: 1907.07291 · arxiv_version: 1907.07291v1 · doi: 10.48550/arxiv.1907.07291 · pith_short_12: 354YQASWGO2S · pith_short_16: 354YQASWGO2SIG7U · pith_short_8: 354YQASW

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/354YQASWGO2SIG7UL7JMUVURHA \
  | 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: df7988025633b5241bf45fd2ca569138015dce46999d2552665113cb7b14833a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f55a3b672c904e38c86e9ed344a4f5ae34045d4d0f7bc2cb1d5b8f03a70ce1fc",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-17T00:00:07Z",
    "title_canon_sha256": "760267bdc4a1a90b0add753d23d6af11b7229f82eb5916afa88690148e7dc277"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07291",
    "kind": "arxiv",
    "version": 1
  }
}