Pith Number

pith:H2KJDSDE

pith:2022:H2KJDSDEQXUL3LFBG42MH45WB4

not attested not anchored not stored refs pending

The Adversarial Security Mitigations of mmWave Beamforming Prediction Models using Defensive Distillation and Adversarial Retraining

Evren Catak, Ferhat Ozgur Catak, Murat Kuzlu, Ozgur Guler, Umit Cali

arxiv:2202.08185 v1 · 2022-02-16 · cs.CR · cs.AI · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2KJDSDEQXUL3LFBG42MH45WB4}

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	2026-07-05T03:57:38.080707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e9491c86485e8bdaca13734c3f3b60f1f83298e86d8fdb2a4ac0f4c4ea0cbcd

Aliases

arxiv: 2202.08185 · arxiv_version: 2202.08185v1 · doi: 10.48550/arxiv.2202.08185 · pith_short_12: H2KJDSDEQXUL · pith_short_16: H2KJDSDEQXUL3LFB · pith_short_8: H2KJDSDE

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/H2KJDSDEQXUL3LFBG42MH45WB4 \
  | 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: 3e9491c86485e8bdaca13734c3f3b60f1f83298e86d8fdb2a4ac0f4c4ea0cbcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f62deb13f6e259f49373e6cd3e6c140a80bf30c25ad42927937eb7a04d8d7428",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-02-16T16:47:17Z",
    "title_canon_sha256": "e3f8ce1021f1a5cbbe358d74d07cbdb9451e8324ea09da5ed9a4e60808ac0ae7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08185",
    "kind": "arxiv",
    "version": 1
  }
}