Pith Number

pith:JL7ICC2X

pith:2023:JL7ICC2X3TZQDQSG52TVGEYMXH

not attested not anchored not stored refs pending

Poisoning Network Flow Classifiers

Alina Oprea, Giorgio Severi, Jason Matterer, John Holodnak, Kendra Kratkiewicz, Simona Boboila

arxiv:2306.01655 v1 · 2023-06-02 · 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{JL7ICC2X3TZQDQSG52TVGEYMXH}

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	2026-07-05T06:16:56.512800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4afe810b57dcf301c246eea753130cb9f0d886fecd8b4c40383185498ea5b9d3

Aliases

arxiv: 2306.01655 · arxiv_version: 2306.01655v1 · doi: 10.48550/arxiv.2306.01655 · pith_short_12: JL7ICC2X3TZQ · pith_short_16: JL7ICC2X3TZQDQSG · pith_short_8: JL7ICC2X

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/JL7ICC2X3TZQDQSG52TVGEYMXH \
  | 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: 4afe810b57dcf301c246eea753130cb9f0d886fecd8b4c40383185498ea5b9d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a58ba40174374798c873ea3a8262e8b6e3bb8086a153272bcc322fee3595d7fd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-02T16:24:15Z",
    "title_canon_sha256": "afd522921e75ca34f6db15a23d1b863260c929d705335814a61cb6035f25e846"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01655",
    "kind": "arxiv",
    "version": 1
  }
}