Pith Number

pith:5BREKTVK

pith:2023:5BREKTVKEVPRYTNY77UTJU7ZQY

not attested not anchored not stored refs pending

ModSec-AdvLearn: Countering Adversarial SQL Injections with Robust Machine Learning

Andrea Valenza, Battista Biggio, Biagio Montaruli, Christian Scano, Davide Ariu, Davide Balzarotti, Giuseppe Floris, Luca Compagna, Luca Demetrio, Luca Piras

arxiv:2308.04964 v4 · 2023-08-09 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5BREKTVKEVPRYTNY77UTJU7ZQY}

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	2026-07-05T11:33:56.083643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e862454eaa255f1c4db8ffe934d3f9860a6703e1e98cf159e82948eb50587f3f

Aliases

arxiv: 2308.04964 · arxiv_version: 2308.04964v4 · doi: 10.48550/arxiv.2308.04964 · pith_short_12: 5BREKTVKEVPR · pith_short_16: 5BREKTVKEVPRYTNY · pith_short_8: 5BREKTVK

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/5BREKTVKEVPRYTNY77UTJU7ZQY \
  | 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: e862454eaa255f1c4db8ffe934d3f9860a6703e1e98cf159e82948eb50587f3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bfe3de9a67e154eb272b91471769d4a0ee2ed1f54edb6a2a8e893f74f899b6d",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-09T13:58:03Z",
    "title_canon_sha256": "8104b2710102487f742879ce1aaa4773738bda3ccdb6d0e57743a5f4b4eefdcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04964",
    "kind": "arxiv",
    "version": 4
  }
}