Pith Number

pith:QWPWZJ5F

pith:2021:QWPWZJ5FXV2A7IIGZTNL56XTJ5

not attested not anchored not stored refs pending

The Threat of Offensive AI to Organizations

Ambra Demontis, Battista Biggio, Deng Gelei, Jaidip Kotak, Liu Yang, Ram Shankar, Wenke Lee, Xiangyu Zhang, Yisroel Mirsky, Yuval Elovici

arxiv:2106.15764 v1 · 2021-06-30 · cs.AI · cs.CR · cs.CY · 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{QWPWZJ5FXV2A7IIGZTNL56XTJ5}

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

LLM Cyber Evaluations Don't Capture Real-World Risk

Receipt and verification

First computed	2026-07-05T02:53:59.896403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

859f6ca7a5bd740fa106ccdabefaf34f4a80515e5b541056a0c836f7bc82cebf

Aliases

arxiv: 2106.15764 · arxiv_version: 2106.15764v1 · doi: 10.48550/arxiv.2106.15764 · pith_short_12: QWPWZJ5FXV2A · pith_short_16: QWPWZJ5FXV2A7IIG · pith_short_8: QWPWZJ5F

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/QWPWZJ5FXV2A7IIGZTNL56XTJ5 \
  | 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: 859f6ca7a5bd740fa106ccdabefaf34f4a80515e5b541056a0c836f7bc82cebf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3a79b8afca430d19e1d5076a7597a20108b68435698769b223a537831a0d865",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-30T01:03:28Z",
    "title_canon_sha256": "ed67c198aeadede775a4ab9526ca7749dd655f0b261c693ede6fb2fef0f725fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15764",
    "kind": "arxiv",
    "version": 1
  }
}