pith. sign in
Pith Number

pith:4FU7PMUW

pith:2026:4FU7PMUW2PB3ZHCBM2MJQ5ZWED
not attested not anchored not stored refs pending

GenAI-Driven Threat Detection with Microsoft Security Copilot

Amir Gharib, Scott Freitas

arxiv:2605.20896 v1 · 2026-05-20 · cs.CR · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4FU7PMUW2PB3ZHCBM2MJQ5ZWED}

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 2026-05-21T01:05:26.888104Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e169f7b296d3c3bc9c41669898773620fcdb7238fffb35fc936f3876959b8ca2

Aliases

arxiv: 2605.20896 · arxiv_version: 2605.20896v1 · doi: 10.48550/arxiv.2605.20896 · pith_short_12: 4FU7PMUW2PB3 · pith_short_16: 4FU7PMUW2PB3ZHCB · pith_short_8: 4FU7PMUW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4FU7PMUW2PB3ZHCBM2MJQ5ZWED \
  | 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: e169f7b296d3c3bc9c41669898773620fcdb7238fffb35fc936f3876959b8ca2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "235210183a83d3821ff3371eda6eaa0bb60d892901798451caafd5294592fe99",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-20T08:37:06Z",
    "title_canon_sha256": "2f324c0fc2374c07ce29d75c5db17da9c9a88da8cf6b59949cb7918026cd4c55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20896",
    "kind": "arxiv",
    "version": 1
  }
}