Pith Number

pith:LEB4RPZB

pith:2025:LEB4RPZBPV5P3CDZ5FI57GIDVJ

not attested not anchored not stored refs pending

Securing Educational LLMs: A Generalised Taxonomy of Attacks on LLMs and DREAD Risk Assessment

Anjalika Sewwandi, Farzana Zahid, Lee Brandon, Roopak Sinha, Vimal Kumar

arxiv:2508.08629 v1 · 2025-08-12 · cs.CY · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LEB4RPZBPV5P3CDZ5FI57GIDVJ}

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	2026-07-05T11:52:31.452821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5903c8bf217d7afd8879e951df9903aa6c77cd8854e72f57ae95802bd20b30a5

Aliases

arxiv: 2508.08629 · arxiv_version: 2508.08629v1 · doi: 10.48550/arxiv.2508.08629 · pith_short_12: LEB4RPZBPV5P · pith_short_16: LEB4RPZBPV5P3CDZ · pith_short_8: LEB4RPZB

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/LEB4RPZBPV5P3CDZ5FI57GIDVJ \
  | 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: 5903c8bf217d7afd8879e951df9903aa6c77cd8854e72f57ae95802bd20b30a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c5b922ecdf697f8b9ea363f0b5108a13f54172273db6ff03d2afbe69c1f1f3c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-08-12T04:34:12Z",
    "title_canon_sha256": "add2d13c97c870f250e8ff8ea499c48f99f2b23d5bef31280d2905dfc4aeb9af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08629",
    "kind": "arxiv",
    "version": 1
  }
}