Pith Number

pith:5ULJ4R6L

pith:2025:5ULJ4R6LQR5BI5INLK5WIVGCPY

not attested not anchored not stored refs pending

Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic

Amsalu Fentie Jember, Mario Bochicchio, Sileshi Nibret Zeleke

arxiv:2501.05387 v1 · 2025-01-09 · 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{5ULJ4R6LQR5BI5INLK5WIVGCPY}

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

Anomaly detection in network flows using unsupervised online machine learning

Receipt and verification

First computed	2026-07-05T09:59:09.090630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed169e47cb847a14750d5abb6454c27e2a3b6e9b7bb106a818023e06dc291f17

Aliases

arxiv: 2501.05387 · arxiv_version: 2501.05387v1 · doi: 10.48550/arxiv.2501.05387 · pith_short_12: 5ULJ4R6LQR5B · pith_short_16: 5ULJ4R6LQR5BI5IN · pith_short_8: 5ULJ4R6L

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/5ULJ4R6LQR5BI5INLK5WIVGCPY \
  | 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: ed169e47cb847a14750d5abb6454c27e2a3b6e9b7bb106a818023e06dc291f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e67d953b9df7080d78ecaeaebbed57c88d9a79dacbf0bf4a55ed0176d2e8b6a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-09T17:21:00Z",
    "title_canon_sha256": "2e125b13eaca9d7b1686481632f5230e5bf1358f876f2d0b6250c1f306dc9f09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05387",
    "kind": "arxiv",
    "version": 1
  }
}