Pith. sign in
Pith Number

pith:H62FRBLW

pith:2026:H62FRBLWTWLI3DYEIJAPQXH7JB
not attested not anchored not stored refs pending

Robust Context-Aware Detection of Malicious Instructions in Text

Buzhao Liu, Xinhang Ma, Yevgeniy Vorobeychik

arxiv:2608.05430 v1 · 2026-08-05 · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{H62FRBLWTWLI3DYEIJAPQXH7JB}

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 2026-08-07T00:47:51.123406Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3fb45885769d968d8f044240f85cff486969b866ed6bf5e136bd1ee0334285c1

Aliases

arxiv: 2608.05430 · arxiv_version: 2608.05430v1 · doi: 10.48550/arxiv.2608.05430 · pith_short_12: H62FRBLWTWLI · pith_short_16: H62FRBLWTWLI3DYE · pith_short_8: H62FRBLW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H62FRBLWTWLI3DYEIJAPQXH7JB \
  | 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: 3fb45885769d968d8f044240f85cff486969b866ed6bf5e136bd1ee0334285c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef6756d9fcc43f51a8d5f041a8a2b4ab027e331ba11e2b1ac20d3c5fdba86c24",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-08-05T21:44:44Z",
    "title_canon_sha256": "f97aca76b443ce4905e486930e532eac5a8079da1fbff6c2aa7a01116b0cb728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05430",
    "kind": "arxiv",
    "version": 1
  }
}