Pith Number

pith:XVR2T2Z4

pith:2022:XVR2T2Z4YQ7ONOV6Q56Q7YDCY5

not attested not anchored not stored refs pending

Defensive Distillation based Adversarial Attacks Mitigation Method for Channel Estimation using Deep Learning Models in Next-Generation Wireless Networks

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

arxiv:2208.10279 v1 · 2022-08-12 · cs.CR · 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{XVR2T2Z4YQ7ONOV6Q56Q7YDCY5}

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	2026-07-05T04:50:27.084009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd63a9eb3cc43ee6babe877d0fe062c77267843689bf90df9602ced37a1cad84

Aliases

arxiv: 2208.10279 · arxiv_version: 2208.10279v1 · doi: 10.48550/arxiv.2208.10279 · pith_short_12: XVR2T2Z4YQ7O · pith_short_16: XVR2T2Z4YQ7ONOV6 · pith_short_8: XVR2T2Z4

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/XVR2T2Z4YQ7ONOV6Q56Q7YDCY5 \
  | 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: bd63a9eb3cc43ee6babe877d0fe062c77267843689bf90df9602ced37a1cad84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3587fea10b5fcbbcf1a72c36f01b1afd8bd9869b941b850fa206a2dcf303ecd2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-08-12T08:35:36Z",
    "title_canon_sha256": "02803a50c2b46bec6ad8a972594fcd757979669fd19212d63359cfbfd72df374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10279",
    "kind": "arxiv",
    "version": 1
  }
}