Pith Number

pith:H6PIPEE6

pith:2020:H6PIPEE6TAXPOS7RWT2HKHG3DF

not attested not anchored not stored refs pending

Dos and Don'ts of Machine Learning in Computer Security

Alexander Warnecke, Christian Wressnegger, Daniel Arp, Erwin Quiring, Fabio Pierazzi, Feargus Pendlebury, Konrad Rieck, Lorenzo Cavallaro

arxiv:2010.09470 v2 · 2020-10-19 · 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{H6PIPEE6TAXPOS7RWT2HKHG3DF}

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

3 papers in Pith

Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets

Contextualizing Security and Privacy of Software-Defined Vehicles: A Literature Review and Industry Perspectives

Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?

Receipt and verification

First computed	2026-07-05T03:35:59.583699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f9e87909e982ef74bf1b4f4751cdb196ec92634c520f9f77d1bb76c12478f47

Aliases

arxiv: 2010.09470 · arxiv_version: 2010.09470v2 · doi: 10.48550/arxiv.2010.09470 · pith_short_12: H6PIPEE6TAXP · pith_short_16: H6PIPEE6TAXPOS7R · pith_short_8: H6PIPEE6

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/H6PIPEE6TAXPOS7RWT2HKHG3DF \
  | 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: 3f9e87909e982ef74bf1b4f4751cdb196ec92634c520f9f77d1bb76c12478f47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7dbd37bc940731f0fed016233981beccc307a985a03cef1f1d030d6a5f2e824",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-10-19T13:09:31Z",
    "title_canon_sha256": "52887d198e1befa37a4cbc13a4b707880363128f8ffb66828d04fe5ad6a081d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.09470",
    "kind": "arxiv",
    "version": 2
  }
}