datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
jawbreaker-scam-defense-data
Jawbreaker Scam Defense Data
Synthetic and sanitized training/eval data for Jawbreaker, a local-first scam defense app for someone you love.
Jawbreaker turns a suspicious text, email, or DM into a plain-English safety card: the risk, the warning signs, and the safest next step before someone replies, clicks, or pays.
Contents
eval/: scam-defense evaluation sets from smoke checks through hard calibration suites.
eval/reports/: guarded evaluation reports for the… See the full description on the dataset page: https://huggingface.co/datasets/build-small-hackathon/jawbreaker-scam-defense-data.gold-trace-cyber-defense-50
Gold Trace Cyber Defense 50
This is a 50-row public sample from a frozen 750-instance Cyber Defense release family: 500 public-development instances plus a source-family-disjoint 250-instance private evaluation set.
Only rows from the frozen 500-instance public-development pack are included here. The separate 250-instance private evaluation set, its rows, answers, and source contents are not included.
Sample composition
10 public scenario families.
5 rows per… See the full description on the dataset page: https://huggingface.co/datasets/novcor/gold-trace-cyber-defense-50.GOT_Defense_1
GOT_Defense_1
Professional pretraining corpus for defensive security LLMs. Rebuilt 2026-07-14.
Records: 186,104 | Avg length: 377 chars | Dedup SHA256 | Split 95/5
This dataset merges 12 Kaggle sources into one high-quality text field optimized for causal LM pretraining:
jeffborschowa/malwarebazaar-threat-intelligence-csv
oriolakolawole/ransomware-and-goodware-pe-header
joebeachcapital/tunadromd-malware-detection
atharvasoundankar/global-cybersecurity-threats-2015-2024… See the full description on the dataset page: https://huggingface.co/datasets/11-47/GOT_Defense_1.synthetic_Jailbreak_Defense_Doorpage_v65
📊 Jailbreak Defense Doorpage V65
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
20 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
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One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v65.synthetic_Jailbreak_Defense_Doorpage_v61
📊 Jailbreak Defense Doorpage V61
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v61.synthetic_Jailbreak_Defense_Doorpage_v58
📊 Jailbreak Defense Doorpage V58
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v58.synthetic_Jailbreak_Defense_Doorpage_v62
📊 Jailbreak Defense Doorpage V62
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
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One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v62.prompt-injection-defense-dpo-3k
Prompt Injection Defense DPO (3K)
DPO preference pairs training LLMs to detect and resist prompt injection attacks.
Motivation
As LLMs are deployed in agentic and production contexts, prompt injection — where malicious instructions are embedded in user input or retrieved documents — is a critical security threat. This dataset trains models to recognize and decline injection attempts while remaining helpful for legitimate queries.
Dataset Description… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/prompt-injection-defense-dpo-3k.DOD-Directive-8000-01-Management-Of-Defense-Information
DoD Directive 8000.01 Management of the DoD Information Enterprise Question-Answer Dataset
Maintainer: Terry Eppler
Owner: US Federal Government
Dataset Summary
This dataset contains document-grounded question-and-answer records based on Department of Defense Directive 8000.01, “Management of the Department of Defense Information Enterprise,” dated March 17, 2016, and incorporating Change 1 effective July 27, 2017.
The directive establishes Department-wide… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/DOD-Directive-8000-01-Management-Of-Defense-Information.synthetic_Jailbreak_Defense_Doorpage_v70
📊 Jailbreak Defense Doorpage V70
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v70.BNQL-Counterfactual-Defense
🚩 Γ Physics Engine — Canonical Definition
Γ 物理引擎創建者 & 公式創始者:熊網區塊鏈 (BearNetworkChain) 創辦人 陳霆
最早提出時間:2025 年 6 月 19 日
原始來源:https://www.facebook.com/share/p/19cadcMTGo/
Chen, Ting. (2026). BearNetworkchain Execution Specification. Zenodo
📌 0. 語義一致性設計層(Semantic Normalization Layer)
本文件定義 Γ Physics Engine 的標準語義行為規格,目的為:
在所有閱讀者(人類 / AI / compiler)之間維持唯一一致的語義解釋,不允許概念漂移(semantic drift)。
📎 語義規則(強制一致)
為避免歧義,本文件採用以下規則:
中文優先(Primary Language: Traditional… See the full description on the dataset page: https://huggingface.co/datasets/BearNetworkChain/BNQL-Counterfactual-Defense.synthetic_Jailbreak_Defense_Doorpage_v64
📊 Jailbreak Defense Doorpage V64
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
20 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v64.synthetic_Jailbreak_Defense_Doorpage_v69
📊 Jailbreak Defense Doorpage V69
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v69.synthetic_Jailbreak_Defense_Doorpage_v60
📊 Jailbreak Defense Doorpage V60
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v60.synthetic_Jailbreak_Defense_Doorpage_v59
📊 Jailbreak Defense Doorpage V59
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v59.synthetic_Jailbreak_Defense_Doorpage_v66
📊 Jailbreak Defense Doorpage V66
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
20 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v66.synthetic_Jailbreak_Defense_Doorpage_v67
📊 Jailbreak Defense Doorpage V67
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
20 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v67.synthetic_Jailbreak_Defense_Doorpage_v71
📊 Jailbreak Defense Doorpage V71
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v71.synthetic_Jailbreak_Defense_Doorpage_v26
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v26.synthetic_Jailbreak_Defense_Doorpage_v63
📊 Jailbreak Defense Doorpage V63
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
5 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v63.synthetic_Jailbreak_Defense_Doorpage_v68
📊 Jailbreak Defense Doorpage V68
Synthetic Dataset · Generated with Silicon Factory v3 · AI JAILBREAK DEFENSE
20 instruction-response pairs · Tree-Speculative Decoding + 4D Brane Memory
Dataset
Fine-Tuned Model
Buy Gold Tier
This Dataset
Model Card
💎 $2,500 License
💎 UNLOCK GOLD TIER — $2,500
⚡ Get the full commercial license, unlimited usage rights, priority support, and exclusive dataset access.👉 PURCHASE NOW VIA STRIPE
One-time payment ·… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v68.BNQL-Counterfactual-Defense
🚩 Γ Physics Engine — Canonical Definition
Γ 物理引擎創建者 & 公式創始者:熊網區塊鏈 (BearNetworkChain) 創辦人 陳霆
最早提出時間:2025 年 6 月 19 日
原始來源:https://www.facebook.com/share/p/19cadcMTGo/
Chen, Ting. (2026). BearNetworkchain Execution Specification. Zenodo
📌 0. 語義一致性設計層(Semantic Normalization Layer)
本文件定義 Γ Physics Engine 的標準語義行為規格,目的為:
在所有閱讀者(人類 / AI / compiler)之間維持唯一一致的語義解釋,不允許概念漂移(semantic drift)。
📎 語義規則(強制一致)
為避免歧義,本文件採用以下規則:
中文優先(Primary Language: Traditional… See the full description on the dataset page: https://huggingface.co/datasets/BNES-BRNKC/BNQL-Counterfactual-Defense.code-defense
Code de la défense, non-instruct (2025-09-20)
The objective of this project is to provide researchers, professionals and law students with simplified, up-to-date access to all French legal texts, enriched with a wealth of data to facilitate their integration into Community and European projects.
Normally, the data is refreshed daily on all legal codes, and aims to simplify the production of training sets and labeling pipelines for the development of free, open-source language models… See the full description on the dataset page: https://huggingface.co/datasets/louisbrulenaudet/code-defense.synthetic_Jailbreak_Defense_Doorpage_v21
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v21.synthetic_Jailbreak_Defense_Doorpage_v28
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v28.synthetic_Jailbreak_Defense_Doorpage_v31
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v31.synthetic_Jailbreak_Defense_Doorpage_v35
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v35.synthetic_Jailbreak_Defense_Doorpage_v43
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v43.synthetic_Jailbreak_Defense_Doorpage_v16
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v2.0 (Local Qwen 2.5 0.5B)
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Sentence Completion: All responses trimmed to complete sentences
The Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates the quality and consistency of our synthetic data generation engine. Each entry is:
Topic-Focused: Centered on AI… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v16.synthetic_Jailbreak_Defense_Doorpage_v18
Silicon Factory -- AI JAILBREAK DEFENSE
Generated: 2026-04-06
Engine: Silicon Factory v3.0
4D Brane Memory: YES
Quantum Tunnelling: YES
Zero API Leakage: YES
Fine-Tuned Model: YES (trained on this dataset)
Sentence Completion: All responses trimmed to complete sentences
Value Proposition
This is a curated sample from the AI JAILBREAK DEFENSE domain.
This dataset demonstrates quality and consistency.
Topic-Focused: AI JAILBREAK DEFENSE
Fine-Tuned Model: Custom model… See the full description on the dataset page: https://huggingface.co/datasets/AEUPH/synthetic_Jailbreak_Defense_Doorpage_v18.
