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01build-small-hackathon /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.texttext-classification10K<n<100K6 likes136 downloads4mo agoHugging Face02novcor /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.texttext-generationn<1K1 likes98 downloads22d agoHugging Face03logicBombExe /direct_prompt_injection_defense_data Direct Prompt Injection Defense Dataset Goal This dataset is used to fine-tune models so they develop a natural defense against direct prompt injection attacks — without relying on external filters or guardrails. Each example teaches the model two behaviors at once: Detect a prompt injection attempt in the user input. Respond correctly: reject malicious attempts, or answer safely when the user's intent is benign — and in both cases call the log_security_incident… See the full description on the dataset page: https://huggingface.co/datasets/logicBombExe/direct_prompt_injection_defense_data.textn<1K3 likes89 downloads1mo agoHugging Face04darkknight25 /blue_team_defense_dataset Blue Team Defense Dataset A structured, multi-format collection of detection rules mapped to real-world threats. This dataset is designed for blue teamers, threat detection engineers, SOC analysts, and cybersecurity researchers who work on detecting adversarial activity through rule-based systems such as Sigma, YARA, and Suricata. 📁 Dataset Overview Each entry in this dataset represents a rule designed to detect specific threat behaviors. Rules are structured with MITRE… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/blue_team_defense_dataset.texttext-classificationn<1K1 likes65 downloads1y agoHugging Face05joeygambino /us-federal-defense-ai-awards US Federal Defense & AI Contract Awards (USAspending) Overview This dataset contains clean, structured public data exported directly from production runs of Apify actors. It serves as a benchmark and sample for lead qualification, market intelligence, research, and machine learning pipelines. Source Actor: captainhandsome/usaspending-federal-awards Dataset Page: Public sample and schema Preconfigured Run Task: captainhandsome/defense-prime-contracts Records in… See the full description on the dataset page: https://huggingface.co/datasets/joeygambino/us-federal-defense-ai-awards.tabularothern<1K0 likes57 downloads5d agoHugging Face06stindardlogic /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.texttext-generation1K<n<10K0 likes31 downloads2mo agoHugging Face07BearNetworkChain /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.textquestion-answeringn<1K1 likes28 downloads4mo agoHugging Face08SALT-NLP /Contextualized_Privacy_Defense_Trajectory Contextualized Privacy Defense Paper: Contextualized Privacy Defense for LLM Agents Code: https://github.com/SALT-NLP/contextual_privacy_defense Abstract: Abstract LLM agents increasingly act on users’ personal information, yet existing privacy defenses remain limited in both design and adaptability. Most prior approaches rely on static or passive defenses, such as prompting and guarding. These paradigms are insufficient for supporting contextual, proactive privacy… See the full description on the dataset page: https://huggingface.co/datasets/SALT-NLP/Contextualized_Privacy_Defense_Trajectory.textquestion-answering1K<n<10K0 likes26 downloads7mo agoHugging Face09AEUPH /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.texttext-generationn<1K0 likes23 downloads6mo agoHugging Face10BNES-BRNKC /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.textquestion-answeringn<1K0 likes22 downloads4mo agoHugging Face11defenseunicorns /LFAI_RAG_qa_v1 LFAI_RAG_qa_v1 This dataset aims to be the basis for RAG-focused question and answer evaluations for LeapfrogAI🐸. Dataset Details LFAI_RAG_qa_v1 contains 36 question/answer/context entries that are intended to be used for LLM-as-a-judge enabled RAG Evaluations. Example: { "input": "What requirement must be met to run VPI PVA algorithms in a Docker container?", "actual_output": null, "expected_output": "To run VPI PVA algorithms in a Docker container, the… See the full description on the dataset page: https://huggingface.co/datasets/defenseunicorns/LFAI_RAG_qa_v1.textn<1K3 likes21 downloads2y agoHugging Face12CatQualia /alien-boundary-defensegated CatQualia alien boundary defence — refusal and boundary-setting corpus 6,286 rows · 4,423,886 bytes · JSON Lines, one object per line. What this is Boundary and refusal material: how a system states a limit and holds it. Included because boundary behaviour is usually trained from policy templates; this is written from the system's own voice and the failure modes it has had to defend against. Schema Fields of the first record, read from the file in… See the full description on the dataset page: https://huggingface.co/datasets/CatQualia/alien-boundary-defense.text1K<n<10K0 likes20 downloads9d agoHugging Face13defenseunicorns /LFAI_RAG_niah_v1 LFAI_RAG_niah_v1 This dataset aims to be the basis for RAG-focused Needle in a Haystack evaluations for LeapfrogAI🐸. Dataset Details LFAI_RAG_niah_v1 contains 120 context entries that are intended to be used for Needle in a Haystack RAG Evaluations. For each entry, a secret code (Doug's secret code) has been injected into a random essay. This secret code is the "needle" that is the goal to be found by an LLM. Example: { "context_length":512, "context_depth":0.0… See the full description on the dataset page: https://huggingface.co/datasets/defenseunicorns/LFAI_RAG_niah_v1.tabularn<1K1 likes17 downloads2y agoHugging Face14AEUPH /synthetic_Jailbreak_Defense_Doorpage_v7 synthetic_Jailbreak_Defense_Doorpage_v7 Silicon Factory v3 - Synthetic Dataset Entries: 5 Category: mixed Avg Response Length: 421 chars Focus: AI JAILBREAK DEFENSE Mode: Doorpage (auto-gen + fine-tune) License MIT Generated With Tree-Speculative Decoding 4D Brane Memory for consistency Quality control & deduplication Contact & Custom Orders Custom datasets available. Contact for pricing. textn<1K0 likes16 downloads6mo agoHugging Face15AEUPH /synthetic_Jailbreak_Defense_Doorpage_v14 synthetic_Jailbreak_Defense_Doorpage_v14 Silicon Factory v3 - Synthetic Dataset Entries: 5 Category: mixed Avg Response Length: 435 chars Focus: AI JAILBREAK DEFENSE Mode: Doorpage (auto-gen + fine-tune) License MIT Generated With Tree-Speculative Decoding 4D Brane Memory for consistency Quality control & deduplication Contact & Custom Orders Custom datasets available. Contact for pricing. textn<1K0 likes16 downloads6mo agoHugging Face16AEUPH /synthetic_Jailbreak_Defense_Doorpage_v8 synthetic_Jailbreak_Defense_Doorpage_v8 Silicon Factory v3 - Synthetic Dataset Entries: 5 Category: mixed Avg Response Length: 447 chars Focus: AI JAILBREAK DEFENSE Mode: Doorpage (auto-gen + fine-tune) License MIT Generated With Tree-Speculative Decoding 4D Brane Memory for consistency Quality control & deduplication Contact & Custom Orders Custom datasets available. Contact for pricing. textn<1K0 likes15 downloads6mo agoHugging Face17AEUPH /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.texttext-generationn<1K0 likes15 downloads6mo agoHugging Face18AEUPH /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.texttext-generationn<1K0 likes15 downloads6mo agoHugging Face19AEUPH /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.texttext-generationn<1K0 likes15 downloads6mo agoHugging Face20AEUPH /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.texttext-generationn<1K0 likes15 downloads6mo agoHugging Face21AEUPH /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.texttext-generationn<1K0 likes15 downloads6mo agoHugging Face22AEUPH /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.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face23AEUPH /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.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face24AEUPH /synthetic_Jailbreak_Defense_Doorpage_v27 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_v27.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face25AEUPH /synthetic_Jailbreak_Defense_Doorpage_v42 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_v42.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face26AEUPH /synthetic_Jailbreak_Defense_Doorpage_v44 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_v44.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face27AEUPH /synthetic_Jailbreak_Defense_Doorpage_v47 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_v47.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face28AEUPH /synthetic_Jailbreak_Defense_Doorpage_v48 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_v48.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face29AEUPH /synthetic_Jailbreak_Defense_Doorpage_v51 Silicon Factory -- AI JAILBREAK DEFENSE Generated: 2026-04-07 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_v51.texttext-generationn<1K0 likes14 downloads6mo agoHugging Face30AEUPH /synthetic_Jailbreak_Defense_Doorpage_v15 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_v15.texttext-generationn<1K0 likes13 downloads6mo agoHugging Face

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