Pith Number

pith:QIVSSI3Y

pith:2026:QIVSSI3Y44LUST7PTHZW6TDJY3

not attested not anchored not stored refs pending

Synthetic Network Packet Generation through Statistical Learning and Genetic Algorithms

Gokhan Kul, Lance Fiondella, Mayank Raj, Nathaniel D. Bastian

arxiv:2606.20864 v1 · 2026-06-18 · 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{QIVSSI3Y44LUST7PTHZW6TDJY3}

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	2026-06-23T00:12:01.158401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

822b292378e717494fef99f36f4c69c6fa4aff59fb7f1accfa92e523643945a8

Aliases

arxiv: 2606.20864 · arxiv_version: 2606.20864v1 · doi: 10.48550/arxiv.2606.20864 · pith_short_12: QIVSSI3Y44LU · pith_short_16: QIVSSI3Y44LUST7P · pith_short_8: QIVSSI3Y

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/QIVSSI3Y44LUST7PTHZW6TDJY3 \
  | 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: 822b292378e717494fef99f36f4c69c6fa4aff59fb7f1accfa92e523643945a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c9767306395a102e51f85f7a7496ea2212335e0953cec7e511c2732507abde5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-18T18:52:51Z",
    "title_canon_sha256": "fca222cb3f49d66e20843736bddb23a594b6b301d40e8a35f9e66c2a321f7d9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20864",
    "kind": "arxiv",
    "version": 1
  }
}