Pith Number

pith:QJJPKJN4

pith:2023:QJJPKJN4XRQA32WS4BQJIKM44M

not attested not anchored not stored refs pending

Towards Deep Network Steganography: From Networks to Networks

Guobiao Li, Meiling Li, Sheng Li, Xinpeng Zhang, Zhenxing Qian

arxiv:2307.03444 v1 · 2023-07-07 · cs.CR · cs.AI

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\usepackage{pith}
\pithnumber{QJJPKJN4XRQA32WS4BQJIKM44M}

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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.

Cited by

1 paper in Pith

Unified Steganography via Implicit Neural Representation

Receipt and verification

First computed	2026-07-05T06:28:42.967976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8252f525bcbc600dead2e06094299ce3062bb7f406b9247784eeda78e4e6beaa

Aliases

arxiv: 2307.03444 · arxiv_version: 2307.03444v1 · doi: 10.48550/arxiv.2307.03444 · pith_short_12: QJJPKJN4XRQA · pith_short_16: QJJPKJN4XRQA32WS · pith_short_8: QJJPKJN4

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/QJJPKJN4XRQA32WS4BQJIKM44M \
  | 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: 8252f525bcbc600dead2e06094299ce3062bb7f406b9247784eeda78e4e6beaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "536adde116706eaff2dfe583d63593db4c2d9edc9a54b1c06f5f38274258322c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-07-07T08:02:01Z",
    "title_canon_sha256": "fd919547b1f2c557083be50e08c0ddfce230b2635590caf872c4a05455ef9a9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03444",
    "kind": "arxiv",
    "version": 1
  }
}