Pith Number

pith:TJFWDHGJ

pith:2022:TJFWDHGJYDPFSQ32J7LFHVGIIG

not attested not anchored not stored refs pending

Fast & Furious: Modelling Malware Detection as Evolving Data Streams

Andr\'e Gr\'egio, Fabr\'icio Ceschin, Felipe Pinag\'e, Heitor Murilo Gomes, Luiz S. Oliveira, Marcus Botacin

arxiv:2205.12311 v3 · 2022-05-24 · 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{TJFWDHGJYDPFSQ32J7LFHVGIIG}

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

1 paper in Pith

Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations

Receipt and verification

First computed	2026-07-05T04:50:17.265804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a4b619cc9c0de59437a4fd653d4c841a7d12b6d7209a63de0e93d945634f2b4

Aliases

arxiv: 2205.12311 · arxiv_version: 2205.12311v3 · doi: 10.48550/arxiv.2205.12311 · pith_short_12: TJFWDHGJYDPF · pith_short_16: TJFWDHGJYDPFSQ32 · pith_short_8: TJFWDHGJ

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/TJFWDHGJYDPFSQ32J7LFHVGIIG \
  | 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: 9a4b619cc9c0de59437a4fd653d4c841a7d12b6d7209a63de0e93d945634f2b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84e01053389e6eb983ed2ca822776b324cbc696463af6a0a99154b976d8db4d4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-05-24T18:43:40Z",
    "title_canon_sha256": "6e8f30c9a348111a08b03138015b9413d5117ac7651fbb69b142e9c9b5962121"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12311",
    "kind": "arxiv",
    "version": 3
  }
}