Pith Number

pith:KPYYP7DS

pith:2024:KPYYP7DSKSLHYTFL3C7HSQUXFJ

not attested not anchored not stored refs pending

Robustifying ML-powered Network Classifiers with PANTS

Maria Apostolaki, Minhao Jin

arxiv:2409.04691 v3 · 2024-09-07 · cs.CR · 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{KPYYP7DSKSLHYTFL3C7HSQUXFJ}

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

A Performance Analyzer for a Public Cloud's ML-Augmented VM Allocator

Receipt and verification

First computed	2026-07-05T10:08:20.709337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53f187fc7254967c4cabd8be7942972a6b22b0e5ff58ec332060fce39f88aa9c

Aliases

arxiv: 2409.04691 · arxiv_version: 2409.04691v3 · doi: 10.48550/arxiv.2409.04691 · pith_short_12: KPYYP7DSKSLH · pith_short_16: KPYYP7DSKSLHYTFL · pith_short_8: KPYYP7DS

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/KPYYP7DSKSLHYTFL3C7HSQUXFJ \
  | 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: 53f187fc7254967c4cabd8be7942972a6b22b0e5ff58ec332060fce39f88aa9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "543904c373634339030871e01a78d274471e340a261227b9a4ef394fa7d9b1f5",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-07T03:24:49Z",
    "title_canon_sha256": "04fe8f7cd6150514414c43cfca1724ad790793e1bc1992ecafbaec1acc82ae1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.04691",
    "kind": "arxiv",
    "version": 3
  }
}