Pith Number

pith:PRS5ROOS

pith:2019:PRS5ROOSXJKR4J5RQN47SGFGXT

not attested not anchored not stored refs pending

Intelligent Systems Design for Malware Classification Under Adversarial Conditions

Nathaniel D. Bastian, Sean M. Devine

arxiv:1907.03149 v1 · 2019-07-06 · cs.LG · cs.CR · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PRS5ROOSXJKR4J5RQN47SGFGXT}

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	2026-05-17T23:41:18.810952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c65d8b9d2ba551e27b18379f918a6bcc108d6ea04df2099ba42612cc97299c1

Aliases

arxiv: 1907.03149 · arxiv_version: 1907.03149v1 · doi: 10.48550/arxiv.1907.03149 · pith_short_12: PRS5ROOSXJKR · pith_short_16: PRS5ROOSXJKR4J5R · pith_short_8: PRS5ROOS

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/PRS5ROOSXJKR4J5RQN47SGFGXT \
  | 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: 7c65d8b9d2ba551e27b18379f918a6bcc108d6ea04df2099ba42612cc97299c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "230bba3a49c236b19027e136431bb373520f9c93fd136bde0d4482a3d8825459",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-06T16:10:02Z",
    "title_canon_sha256": "0441c68a85d88f6b27e0a0185eebdafe6304e0de59efaa6617e1d57892bb180e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.03149",
    "kind": "arxiv",
    "version": 1
  }
}