Pith Number

pith:C2WIDIPG

pith:2019:C2WIDIPG64HAE6R4HSWOJT6N45

not attested not anchored not stored refs pending

The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles' Heel of Cognitive Networks?

Ala Al-Fuqaha, Junaid Qadir, Mounir Hamdi, Muhammad Usama

arxiv:1906.00679 v1 · 2019-06-03 · cs.NI · 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{C2WIDIPG64HAE6R4HSWOJT6N45}

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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	2026-05-17T23:44:24.172619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16ac81a1e6f70e027a3c3cace4cfcde761e448fb0f4c574afa2baaab02a04c66

Aliases

arxiv: 1906.00679 · arxiv_version: 1906.00679v1 · doi: 10.48550/arxiv.1906.00679 · pith_short_12: C2WIDIPG64HA · pith_short_16: C2WIDIPG64HAE6R4 · pith_short_8: C2WIDIPG

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/C2WIDIPG64HAE6R4HSWOJT6N45 \
  | 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: 16ac81a1e6f70e027a3c3cace4cfcde761e448fb0f4c574afa2baaab02a04c66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9285eee1b441f3e4d53a8c55e1993bd5e833f4802703716af4e81bac7ae94c0f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2019-06-03T10:03:31Z",
    "title_canon_sha256": "5dbd86b306552d31b8720cffc279b6ac7ff6a2772701b04c6b667a474e4e2eb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00679",
    "kind": "arxiv",
    "version": 1
  }
}