Pith Number

pith:QJKFPM4O

pith:2022:QJKFPM4OWSGOVSC42GUU6T63RM

not attested not anchored not stored refs pending

Deep Learning for Encrypted Traffic Classification and Unknown Data Detection

Ahmet M. Kondoz, Madushi H. Pathmaperuma, Rongxing Lu, Safak Dogan, Yogachandran Rahulamathavan

arxiv:2203.15501 v1 · 2022-03-25 · 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{QJKFPM4OWSGOVSC42GUU6T63RM}

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	2026-07-05T04:09:26.193480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

825457b38eb48ceac85cd1a94f4fdb8b3d58184c0108536a57b355b963a4ac54

Aliases

arxiv: 2203.15501 · arxiv_version: 2203.15501v1 · doi: 10.48550/arxiv.2203.15501 · pith_short_12: QJKFPM4OWSGO · pith_short_16: QJKFPM4OWSGOVSC4 · pith_short_8: QJKFPM4O

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/QJKFPM4OWSGOVSC42GUU6T63RM \
  | 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: 825457b38eb48ceac85cd1a94f4fdb8b3d58184c0108536a57b355b963a4ac54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "016bf9dc8e197f089820219a6b38b85eeca8c2e5eb103202f853ff975801baa5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-03-25T10:55:18Z",
    "title_canon_sha256": "47549cabfb8343b45c6ad59593c7ab3a4c7fa5c0541027b5ed716e8758c234c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.15501",
    "kind": "arxiv",
    "version": 1
  }
}