Pith. sign in
Pith Number

pith:SSTODBMB

pith:2023:SSTODBMB7J62RRZYV6PUOWKHAY
not attested not anchored not stored refs pending

A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention

Abdul Rahman, Ankur Khosla, Dhruv Nandakumar, Drew Walsh, Edward Bowen, Eric Dull, Kevin Choi, Sathvik Murli, Scott Riede

arxiv:2306.03733 v1 · 2023-06-06 · cs.CR · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SSTODBMB7J62RRZYV6PUOWKHAY}

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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.
Receipt and verification
First computed 2026-07-05T06:18:01.429797Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

94a6e18581fa7da8c738af9f475947062a0b81357b961e9237953c9805175582

Aliases

arxiv: 2306.03733 · arxiv_version: 2306.03733v1 · doi: 10.48550/arxiv.2306.03733 · pith_short_12: SSTODBMB7J62 · pith_short_16: SSTODBMB7J62RRZY · pith_short_8: SSTODBMB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SSTODBMB7J62RRZYV6PUOWKHAY \
  | 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: 94a6e18581fa7da8c738af9f475947062a0b81357b961e9237953c9805175582
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b7e3dab1458e1129b8388b26adf3fc74e018eb630aaebc6789571721313eb799",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-06-06T14:49:25Z",
    "title_canon_sha256": "536a3421ed0bbd2ff4d9960b2fc1c68fc022447b0dd8780004adb8b9990b782c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03733",
    "kind": "arxiv",
    "version": 1
  }
}