Pith. sign in
Pith Number

pith:ZZ7TZBTA

pith:2026:ZZ7TZBTALICD4V5QR4W3Q5RMAX
not attested not anchored not stored refs pending

Not All Refusals Are Equal: How Safety Alignment Fails Cybersecurity at Scale

Artem Sorokin, Dario Pasquini, Vadym Hadetskyi

arxiv:2607.02714 v1 · 2026-07-02 · cs.CR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZZ7TZBTALICD4V5QR4W3Q5RMAX}

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 2026-07-07T00:16:10.297150Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ce7f3c86605a043e57b08f2db8762c05dfbdbb5110c906bbfa480b27c14f4219

Aliases

arxiv: 2607.02714 · arxiv_version: 2607.02714v1 · doi: 10.48550/arxiv.2607.02714 · pith_short_12: ZZ7TZBTALICD · pith_short_16: ZZ7TZBTALICD4V5Q · pith_short_8: ZZ7TZBTA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZZ7TZBTALICD4V5QR4W3Q5RMAX \
  | 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: ce7f3c86605a043e57b08f2db8762c05dfbdbb5110c906bbfa480b27c14f4219
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "93cdeeb26252f8589b50b006585111402677e3b37294f087bcddcb97b9a2b65c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-02T19:05:07Z",
    "title_canon_sha256": "2f042d518a7232b9574af4a769995cc9395424e8d86a4f602d81b40c04f5d315"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02714",
    "kind": "arxiv",
    "version": 1
  }
}