Pith Number

pith:ODGMW5XY

pith:2024:ODGMW5XYGPZMUVMBKQQLVPNH4Q

not attested not anchored not stored refs pending

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique

Rishabh Bhardwaj, Soujanya Poria, Tej Deep Pala, Vernon Y.H. Toh

arxiv:2408.10701 v1 · 2024-08-20 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODGMW5XYGPZMUVMBKQQLVPNH4Q}

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.

Cited by

4 papers in Pith

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

Receipt and verification

First computed	2026-07-05T08:57:16.149024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70cccb76f833f2ca55815420babda7e40761b87ca7dda098cd778323e940d366

Aliases

arxiv: 2408.10701 · arxiv_version: 2408.10701v1 · doi: 10.48550/arxiv.2408.10701 · pith_short_12: ODGMW5XYGPZM · pith_short_16: ODGMW5XYGPZMUVMB · pith_short_8: ODGMW5XY

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/ODGMW5XYGPZMUVMBKQQLVPNH4Q \
  | 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: 70cccb76f833f2ca55815420babda7e40761b87ca7dda098cd778323e940d366

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8728a6720a4d30907c6150dfb8446cb1d84d5b5a4afc4e28df3760c05484bac7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-20T09:58:01Z",
    "title_canon_sha256": "9243d396c4eef5970f0ad9d25388669a9e0da31fec46036cebdf824235f1d620"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10701",
    "kind": "arxiv",
    "version": 1
  }
}