Pith Number

pith:J7VOR5U4

pith:2019:J7VOR5U4U2WZQDRMPU3NLPLBSW

not attested not anchored not stored refs pending

Can Machine Learning Model with Static Features be Fooled: an Adversarial Machine Learning Approach

Mauro Conti, Mohammad Shojafar, Rahim Taheri, Reza Javidan, Vinod P

arxiv:1904.09433 v2 · 2019-04-20 · cs.CR · cs.AI · cs.CC · 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{J7VOR5U4U2WZQDRMPU3NLPLBSW}

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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

On Defending Against Label Flipping Attacks on Malware Detection Systems

Receipt and verification

First computed	2026-07-05T00:44:37.928041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4feae8f69ca6ad980e2c7d36d5bd61958f8e64d3be7afeac10924faa3fa933af

Aliases

arxiv: 1904.09433 · arxiv_version: 1904.09433v2 · doi: 10.48550/arxiv.1904.09433 · pith_short_12: J7VOR5U4U2WZ · pith_short_16: J7VOR5U4U2WZQDRM · pith_short_8: J7VOR5U4

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/J7VOR5U4U2WZQDRMPU3NLPLBSW \
  | 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: 4feae8f69ca6ad980e2c7d36d5bd61958f8e64d3be7afeac10924faa3fa933af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d619df20e7a3323f548a4651a3b97577c6f3e624aaad562c90101b47735f90f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-04-20T11:17:51Z",
    "title_canon_sha256": "3ac89e1e6ee67dbcd976f291d18127895dd04ebadcbae565638b0c53e2fefc0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.09433",
    "kind": "arxiv",
    "version": 2
  }
}