Pith Number

pith:CKJRAMNB

pith:2025:CKJRAMNBPZ7H4JSLCGM7G4SX23

not attested not anchored not stored refs pending

When Simple Model Just Works: Is Network Traffic Classification in Crisis?

Jan Luxemburk, Jaroslav Pesek, Josef Koumar, Kamil Jerabek, Karel Hynek, Richard Plny

arxiv:2506.08655 v1 · 2025-06-10 · 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{CKJRAMNBPZ7H4JSLCGM7G4SX23}

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.

Cited by

2 papers in Pith

FlowCLIP: Contrastive Pretraining Using Domain Names for Encrypted Traffic Classification

Receipt and verification

First computed	2026-07-05T11:19:11.279080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12931031a17e7e7e264b1199f37257d6f01156ee112aec3fa9758f15a76d1da7

Aliases

arxiv: 2506.08655 · arxiv_version: 2506.08655v1 · doi: 10.48550/arxiv.2506.08655 · pith_short_12: CKJRAMNBPZ7H · pith_short_16: CKJRAMNBPZ7H4JSL · pith_short_8: CKJRAMNB

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/CKJRAMNBPZ7H4JSLCGM7G4SX23 \
  | 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: 12931031a17e7e7e264b1199f37257d6f01156ee112aec3fa9758f15a76d1da7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8e805922c0dc1d8550349bf3d638463dcffcae4700a47a79eb3f43bda5dcb29",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T10:11:05Z",
    "title_canon_sha256": "7d49fd1b481ff3ac48c4922e576989ca2106caf91f5307d9d77bc95f78a43abd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08655",
    "kind": "arxiv",
    "version": 1
  }
}