Pith Number

pith:UG5U2XHI

pith:2021:UG5U2XHIJMWBQ2LKYXM2AVPB5E

not attested not anchored not stored refs pending

A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification

Alessandro Finamore, Antonio Pescap\`e, Dario Rossi, Domenico Ciuonzo, Giampaolo Bovenzi, Giuseppe Aceto, Lixuan Yang

arxiv:2107.04464 v1 · 2021-07-09 · cs.NI · 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{UG5U2XHIJMWBQ2LKYXM2AVPB5E}

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	2026-07-05T02:56:33.683676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1bb4d5ce84b2c18696ac5d9a055e1e90e2c5f60c3e8170f1c0b65e90c294a57

Aliases

arxiv: 2107.04464 · arxiv_version: 2107.04464v1 · doi: 10.48550/arxiv.2107.04464 · pith_short_12: UG5U2XHIJMWB · pith_short_16: UG5U2XHIJMWBQ2LK · pith_short_8: UG5U2XHI

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/UG5U2XHIJMWBQ2LKYXM2AVPB5E \
  | 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: a1bb4d5ce84b2c18696ac5d9a055e1e90e2c5f60c3e8170f1c0b65e90c294a57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08c36a10af6f57b20ffb05c40be803f45f00fe982f2e1726540e415ac3968e3a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-07-09T14:28:16Z",
    "title_canon_sha256": "0224bd7b91af82ecf8e6f31c411d0c6633b90a90132fa1cd6b7ea50d2385ecb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.04464",
    "kind": "arxiv",
    "version": 1
  }
}