pith. sign in
Pith Number

pith:UZUXDYEI

pith:2026:UZUXDYEIEUP3BBI4PLJJX2FSBC
not attested not anchored not stored refs pending

AdversaBench: Automated LLM Red-Teaming with Multi-Judge Confirmation and Cross-Model Transferability

Khanak Khandelwal (Indian Institute of Technology Jodhpur)

arxiv:2606.24589 v1 · 2026-06-23 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UZUXDYEIEUP3BBI4PLJJX2FSBC}

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 2026-06-24T01:15:36.183884Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a66971e088251fb0851c7ad29be8b20899ccda8deb724ce7dcd6beb46753df34

Aliases

arxiv: 2606.24589 · arxiv_version: 2606.24589v1 · doi: 10.48550/arxiv.2606.24589 · pith_short_12: UZUXDYEIEUP3 · pith_short_16: UZUXDYEIEUP3BBI4 · pith_short_8: UZUXDYEI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UZUXDYEIEUP3BBI4PLJJX2FSBC \
  | 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: a66971e088251fb0851c7ad29be8b20899ccda8deb724ce7dcd6beb46753df34
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f3cde7cbb7dd434fd62dd14d2f446cd2cd56702e48c5b5e5a53d8561402934b0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-23T13:50:51Z",
    "title_canon_sha256": "fdc35c4c1db5c82fe8977b6de7aafd011b83698dbbc37d7ef4cabec30c63d9f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24589",
    "kind": "arxiv",
    "version": 1
  }
}