Pith Number

pith:2NXNPJ4J

pith:2024:2NXNPJ4JYUDZ4ER5N5CMBSZJSH

not attested not anchored not stored refs pending

Advancing Content Moderation: Evaluating Large Language Models for Detecting Sensitive Content Across Text, Images, and Videos

Harishwar Reddy Kasireddy, Myles Joshua Toledo Tan, Nouar AlDahoul, Yasir Zaki

arxiv:2411.17123 v1 · 2024-11-26 · cs.CV · 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{2NXNPJ4JYUDZ4ER5N5CMBSZJSH}

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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

What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks

From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation

Why Do Large Language Models Generate Harmful Content?

RuleSafe-VL: Evaluating Rule-Conditioned Decision Reasoning in Vision-Language Content Moderation

Receipt and verification

First computed	2026-07-05T09:40:27.784639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d36ed7a789c5079e123d6f44c0cb2991dfd79416cb3164762ad715c0c78b44ec

Aliases

arxiv: 2411.17123 · arxiv_version: 2411.17123v1 · doi: 10.48550/arxiv.2411.17123 · pith_short_12: 2NXNPJ4JYUDZ · pith_short_16: 2NXNPJ4JYUDZ4ER5 · pith_short_8: 2NXNPJ4J

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/2NXNPJ4JYUDZ4ER5N5CMBSZJSH \
  | 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: d36ed7a789c5079e123d6f44c0cb2991dfd79416cb3164762ad715c0c78b44ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b20f01893d0af69fc5b9b33d8174483b24b86fbb1ad33348b5b4f46407ad29e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-26T05:29:18Z",
    "title_canon_sha256": "4d01e539e2c62524b3aa22c79e306174c287c190bcf983bd7f2861361adb2249"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17123",
    "kind": "arxiv",
    "version": 1
  }
}