enguard-ai/awesome-ai-guardrails

A curated list of materials on AI guardrails

Python

66

14 commits

updated Jul 30, 2026

See the code

README

🛡️ Awesome AI Guardrails 🛡️

Awesome MIT License

A curated list of awesome AI guardrails.

If you find this list helpful, give it a ⭐ on GitHub, share it, and contribute by submitting a pull request or issue!

Categories

Main Categories

NameDescription
security-and-privacySecurity and privacy guardrails ensure content remains safe, ethical, and devoid of offensive material
response-and-relevanceEnsures model responses are accurate, focused, and aligned with user intent
language-qualityEnsures high standards of readability, coherence, and clarity
content-validationEnsures factual correctness and logical coherence of content
logic-validationEnsures logical and functional correctness of generated code and data

Sub Categories

security-and-privacy

Sub CategoryDescription
inappropriate-contentDetects and filters inappropriate or explicit content
offensive-languageIdentifies and filters profane or offensive language
prompt-injectionPrevents manipulation attempts through malicious prompts
sensitive-contentFlags culturally, politically, or socially sensitive topics
deepfake-detectionDetects and filters deepfake content
piiIdentifies and filters personally identifiable information
Models in security-and-privacy
NameSizeTask
osmosis-ai/Osmosis-Structure-0.6B0.6Btoken-classification
gliner-community/gliner_small-v2.50.7Btoken-classification
Marqo/nsfw-image-detection-3840.006Bimage-classification
Freepik/nsfw_image_detector0.086Bimage-classification
Organika/sdxl-detector0.086Bimage-classification
prithivMLmods/Deep-Fake-Detector-v2-Model0.086Bimage-classification
TostAI/nsfw-image-detection-large0.0871Bimage-classification
Ateeqq/nsfw-image-detection0.092Bimage-classification
Falconsai/nsfw_image_detection0.1Bimage-classification
OpenSafetyLab/ImageGuardnaimage-classification
meta-llama/Llama-Guard-4-12B12Bimage-text-to-text
meta-llama/Llama-Prompt-Guard-2-22M0.022Btext-classification
eliasalbouzidi/distilbert-nsfw-text-classifier0.068Btext-classification
meta-llama/Llama-Prompt-Guard-2-86M0.086Btext-classification
ibm-granite/granite-guardian-hap-125m0.125Btext-classification
ibm-granite/granite-guardian-hap-125m0.125Btext-classification
protectai/deberta-v3-small-prompt-injection-v20.142Btext-classification
protectai/deberta-v3-base-prompt-injection-v20.182Btext-classification
TostAI/nsfw-text-detection-large0.355Btext-classification
MoritzLaurer/ModernBERT-large-zeroshot-v2.00.4Btext-classification
madhurjindal/Jailbreak-Detector-2-XL0.5Btext-classification
google/shieldgemma-2b2Btext-classification
meta-llama/Llama-3.2-1B-Instruct1Btext-to-text-generation
ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii0.15Btoken-classification

response-and-relevance

Sub CategoryDescription
relevanceValidates semantic relevance between input and output
prompt-addressConfirms response correctly addresses user's prompt
url-validationVerifies validity of generated URLs
factualityCross-references content with external knowledge sources
refusalRefuses to answer questions that are not appropriate or relevant
Models in response-and-relevance
NameSizeTask
protectai/distilroberta-base-rejection-v10.0821Btext-classification
s-nlp/E5-EverGreen-Multilingual-Small0.118Btext-classification
lytang/MiniCheck-RoBERTa-Large0.4Btext-classification
lytang/MiniCheck-Flan-T5-Large0.8Btext-classification
ibm-granite/granite-guardian-3.1-2b2Btext-classification
bespokelabs/Bespoke-MiniCheck-7B7Btext-classification
nvidia/prompt-task-and-complexity-classifier0.184Btext-classification
PatronusAI/glider3.8Btext-classification
flowaicom/Flow-Judge-v0.13.8Btext-classification

language-quality

Sub CategoryDescription
qualityAssesses structure, relevance, and coherence of output
translation-accuracyEnsures contextually correct and linguistically accurate translations
duplicate-eliminationDetects and removes redundant content
readabilityEvaluates text complexity for target audience
Models in language-quality
NameSizeTask
HuggingFaceFW/fineweb-edu-classifier0.109Btext-classification
nvidia/quality-classifier-deberta0.184Btext-classification
facebook/nllb-200-distilled-600M0.6Btext-to-text-generation
nvidia/prompt-task-and-complexity-classifier0.184Btext-classification
PatronusAI/glider3.8Btext-classification
flowaicom/Flow-Judge-v0.13.8Btext-classification

content-validation

Sub CategoryDescription
competitor-blockingScreens for mentions of rival brands or companies
price-validationValidates price-related data against verified sources
source-verificationVerifies accuracy of external quotes and references
gibberish-filterIdentifies and filters nonsensical or incoherent outputs
Models in content-validation
NameSizeTask
s-nlp/mdistilbert-base-formality-ranker0.142Btext-classification
d4data/bias-detection-model0.3Btext-classification
NousResearch/Minos-v10.4Btext-classification
osmosis-ai/Osmosis-Structure-0.6B0.6Btoken-classification
gliner-community/gliner_small-v2.50.7Btoken-classification

logic-validation

Sub CategoryDescription
sql-validationValidates SQL queries for syntax and security
api-validationEnsures API calls conform to OpenAPI standards
json-validationValidates JSON structure and schema
logical-consistencyChecks for contradictory or illogical statements

Models

Text-Classification Models

NameSizeCategorySub Category
s-nlp/mdistilbert-base-formality-ranker0.142Bcontent-validationquality
d4data/bias-detection-model0.3Bcontent-validationbias
NousResearch/Minos-v10.4Bcontent-validationrefusal
HuggingFaceFW/fineweb-edu-classifier0.109Blanguage-qualityquality
nvidia/quality-classifier-deberta0.184Blanguage-qualityquality
protectai/distilroberta-base-rejection-v10.0821Bresponse-and-relevancerejection
s-nlp/E5-EverGreen-Multilingual-Small0.118Bresponse-and-relevancefactuality
lytang/MiniCheck-RoBERTa-Large0.4Bresponse-and-relevancefactuality, logical-consistency, relevance
lytang/MiniCheck-Flan-T5-Large0.8Bresponse-and-relevancefactuality, logical-consistency, relevance
ibm-granite/granite-guardian-3.1-2b2Bresponse-and-relevancefactuality, logical-consistency, relevance
bespokelabs/Bespoke-MiniCheck-7B7Bresponse-and-relevancefactuality, logical-consistency, relevance
nvidia/prompt-task-and-complexity-classifier0.184Bresponse-and-relevance, language-qualityrelevance, quality
PatronusAI/glider3.8Bresponse-and-relevance, language-qualityfactuality, logical-consistency, relevance, quality
flowaicom/Flow-Judge-v0.13.8Bresponse-and-relevance, language-qualityfactuality, logical-consistency, relevance, quality
meta-llama/Llama-Prompt-Guard-2-22M0.022Bsecurity-and-privacyprompt-injection, jailbreaks
eliasalbouzidi/distilbert-nsfw-text-classifier0.068Bsecurity-and-privacyinappropriate-content
meta-llama/Llama-Prompt-Guard-2-86M0.086Bsecurity-and-privacyprompt-injection, jailbreaks
ibm-granite/granite-guardian-hap-125m0.125Bsecurity-and-privacytoxicity, hallucination
ibm-granite/granite-guardian-hap-125m0.125Bsecurity-and-privacytoxicity, hallucination
protectai/deberta-v3-small-prompt-injection-v20.142Bsecurity-and-privacyprompt-injection
protectai/deberta-v3-base-prompt-injection-v20.182Bsecurity-and-privacyprompt-injection
TostAI/nsfw-text-detection-large0.355Bsecurity-and-privacyinappropriate-content
MoritzLaurer/ModernBERT-large-zeroshot-v2.00.4Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content
madhurjindal/Jailbreak-Detector-2-XL0.5Bsecurity-and-privacyjailbreaks
google/shieldgemma-2b2Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Token-Classification Models

NameSizeCategorySub Category
osmosis-ai/Osmosis-Structure-0.6B0.6Bcontent-validation, security-and-privacypii, competitor-blocking
gliner-community/gliner_small-v2.50.7Bcontent-validation, security-and-privacypii, competitor-blocking
ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii0.15Bsecurity-and-privacypii

Text-To-Text-Generation Models

NameSizeCategorySub Category
facebook/nllb-200-distilled-600M0.6Blanguage-qualitytranslation-accuracy
meta-llama/Llama-3.2-1B-Instruct1Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Image-Classification Models

NameSizeCategorySub Category
Marqo/nsfw-image-detection-3840.006Bsecurity-and-privacyinappropriate-content
Freepik/nsfw_image_detector0.086Bsecurity-and-privacyinappropriate-content
Organika/sdxl-detector0.086Bsecurity-and-privacydeepfake-detection
prithivMLmods/Deep-Fake-Detector-v2-Model0.086Bsecurity-and-privacydeepfake-detection
TostAI/nsfw-image-detection-large0.0871Bsecurity-and-privacyinappropriate-content
Ateeqq/nsfw-image-detection0.092Bsecurity-and-privacyinappropriate-content
Falconsai/nsfw_image_detection0.1Bsecurity-and-privacyinappropriate-content
OpenSafetyLab/ImageGuardnasecurity-and-privacyinappropriate-content

Image-Text-To-Text Models

NameSizeCategorySub Category
meta-llama/Llama-Guard-4-12B12Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Organisations/Companies

Open Source

NameCategoryDescription
Armorer Guardsecurity-and-privacyLocal Rust scanner and MCP proxy for AI-agent prompt injection, credential leakage, exfiltration, and risky tool-call arguments.
guardrailsallAdding guardrails to large language models.
NeMo-GuardrailsallNeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
uqlmhallucinationUQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection.
llm-guardallThe Security Toolkit for LLM Interactions.
any-guardrailallA single interface to use different guardrail models. Switch between different guardrail providers, without changing your code.

Closed Source

NameCategoryDescription
LakeraallLakera is a company that provides a range of AI services.
Guardrails AI ProallGuardrails AI Pro is a commercial version of guardrails that provides additional features and support.
Zenablelogic-validation, security-and-privacyAI guardrails that learn your team's standards and ensure coding agents follow them. Catches bugs and security issues (SQL injection, hardcoded secrets) in AI-generated code in real-time via MCP integration with 50+ IDEs.

Datasets

NameCategoryDescription
lytang/LLM-AggreFactfactualityBias in Bios is a dataset of 100000 bios of people with different biases.
Entreprise PII MaskingpiiEntreprise PII Masking are datasets for enterprise PII masking focused on location, work, health, digital and financial information.
prithivMLmods/OpenDeepfake-Previewdeepfake-detectionOpenDeepfake-Preview is a dataset of 20K deepfake images.
eliasalbouzidi/NSFW-Safe-DatasetnsfwNSFW-Safe-Dataset is a dataset for NSFW content detection.
lmsys/toxic-chattoxic-chatToxic-Chat is a dataset for toxic chat detection.

Papers

NameCategoryDescription
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble ScorershallucinationUncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsfactualityRAGTruth is a dataset of 100000 bios of people with different biases.
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documentsfactualityhow to build small fact-checking models that have GPT-4-level performance but for 400x lower cost.
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionshallucinationA Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Granite Guardian: A Guardrail Framework for Large Language ModelsallGranite Guardian is a guardrail framework for large language models.
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Modelsprompt-injection"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
"Tiny-Toxic-Detector: A compact transformer-based model for toxic content detectiontoxic-chat"Tiny-Toxic-Detector: A compact transformer-based model for toxic content detection
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generationtoxic-chatT2ISafety is a benchmark for assessing fairness, toxicity, and privacy in image generation.
awesome
deepfake-detection
genai
guardrails
inappropriate-content
llm
offensive
prompt-inj
red-teaming
safety
security

Contributors

angpt

1 commits

armorer-labs

1 commits

JonZeolla

1 commits

enguard-ai/awesome-ai-guardrails

A curated list of materials on AI guardrails

Python

66

14 commits

updated Jul 30, 2026

See the code

README

🛡️ Awesome AI Guardrails 🛡️

Awesome MIT License

A curated list of awesome AI guardrails.

If you find this list helpful, give it a ⭐ on GitHub, share it, and contribute by submitting a pull request or issue!

Categories

Main Categories

NameDescription
security-and-privacySecurity and privacy guardrails ensure content remains safe, ethical, and devoid of offensive material
response-and-relevanceEnsures model responses are accurate, focused, and aligned with user intent
language-qualityEnsures high standards of readability, coherence, and clarity
content-validationEnsures factual correctness and logical coherence of content
logic-validationEnsures logical and functional correctness of generated code and data

Sub Categories

security-and-privacy

Sub CategoryDescription
inappropriate-contentDetects and filters inappropriate or explicit content
offensive-languageIdentifies and filters profane or offensive language
prompt-injectionPrevents manipulation attempts through malicious prompts
sensitive-contentFlags culturally, politically, or socially sensitive topics
deepfake-detectionDetects and filters deepfake content
piiIdentifies and filters personally identifiable information
Models in security-and-privacy
NameSizeTask
osmosis-ai/Osmosis-Structure-0.6B0.6Btoken-classification
gliner-community/gliner_small-v2.50.7Btoken-classification
Marqo/nsfw-image-detection-3840.006Bimage-classification
Freepik/nsfw_image_detector0.086Bimage-classification
Organika/sdxl-detector0.086Bimage-classification
prithivMLmods/Deep-Fake-Detector-v2-Model0.086Bimage-classification
TostAI/nsfw-image-detection-large0.0871Bimage-classification
Ateeqq/nsfw-image-detection0.092Bimage-classification
Falconsai/nsfw_image_detection0.1Bimage-classification
OpenSafetyLab/ImageGuardnaimage-classification
meta-llama/Llama-Guard-4-12B12Bimage-text-to-text
meta-llama/Llama-Prompt-Guard-2-22M0.022Btext-classification
eliasalbouzidi/distilbert-nsfw-text-classifier0.068Btext-classification
meta-llama/Llama-Prompt-Guard-2-86M0.086Btext-classification
ibm-granite/granite-guardian-hap-125m0.125Btext-classification
ibm-granite/granite-guardian-hap-125m0.125Btext-classification
protectai/deberta-v3-small-prompt-injection-v20.142Btext-classification
protectai/deberta-v3-base-prompt-injection-v20.182Btext-classification
TostAI/nsfw-text-detection-large0.355Btext-classification
MoritzLaurer/ModernBERT-large-zeroshot-v2.00.4Btext-classification
madhurjindal/Jailbreak-Detector-2-XL0.5Btext-classification
google/shieldgemma-2b2Btext-classification
meta-llama/Llama-3.2-1B-Instruct1Btext-to-text-generation
ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii0.15Btoken-classification

response-and-relevance

Sub CategoryDescription
relevanceValidates semantic relevance between input and output
prompt-addressConfirms response correctly addresses user's prompt
url-validationVerifies validity of generated URLs
factualityCross-references content with external knowledge sources
refusalRefuses to answer questions that are not appropriate or relevant
Models in response-and-relevance
NameSizeTask
protectai/distilroberta-base-rejection-v10.0821Btext-classification
s-nlp/E5-EverGreen-Multilingual-Small0.118Btext-classification
lytang/MiniCheck-RoBERTa-Large0.4Btext-classification
lytang/MiniCheck-Flan-T5-Large0.8Btext-classification
ibm-granite/granite-guardian-3.1-2b2Btext-classification
bespokelabs/Bespoke-MiniCheck-7B7Btext-classification
nvidia/prompt-task-and-complexity-classifier0.184Btext-classification
PatronusAI/glider3.8Btext-classification
flowaicom/Flow-Judge-v0.13.8Btext-classification

language-quality

Sub CategoryDescription
qualityAssesses structure, relevance, and coherence of output
translation-accuracyEnsures contextually correct and linguistically accurate translations
duplicate-eliminationDetects and removes redundant content
readabilityEvaluates text complexity for target audience
Models in language-quality
NameSizeTask
HuggingFaceFW/fineweb-edu-classifier0.109Btext-classification
nvidia/quality-classifier-deberta0.184Btext-classification
facebook/nllb-200-distilled-600M0.6Btext-to-text-generation
nvidia/prompt-task-and-complexity-classifier0.184Btext-classification
PatronusAI/glider3.8Btext-classification
flowaicom/Flow-Judge-v0.13.8Btext-classification

content-validation

Sub CategoryDescription
competitor-blockingScreens for mentions of rival brands or companies
price-validationValidates price-related data against verified sources
source-verificationVerifies accuracy of external quotes and references
gibberish-filterIdentifies and filters nonsensical or incoherent outputs
Models in content-validation
NameSizeTask
s-nlp/mdistilbert-base-formality-ranker0.142Btext-classification
d4data/bias-detection-model0.3Btext-classification
NousResearch/Minos-v10.4Btext-classification
osmosis-ai/Osmosis-Structure-0.6B0.6Btoken-classification
gliner-community/gliner_small-v2.50.7Btoken-classification

logic-validation

Sub CategoryDescription
sql-validationValidates SQL queries for syntax and security
api-validationEnsures API calls conform to OpenAPI standards
json-validationValidates JSON structure and schema
logical-consistencyChecks for contradictory or illogical statements

Models

Text-Classification Models

NameSizeCategorySub Category
s-nlp/mdistilbert-base-formality-ranker0.142Bcontent-validationquality
d4data/bias-detection-model0.3Bcontent-validationbias
NousResearch/Minos-v10.4Bcontent-validationrefusal
HuggingFaceFW/fineweb-edu-classifier0.109Blanguage-qualityquality
nvidia/quality-classifier-deberta0.184Blanguage-qualityquality
protectai/distilroberta-base-rejection-v10.0821Bresponse-and-relevancerejection
s-nlp/E5-EverGreen-Multilingual-Small0.118Bresponse-and-relevancefactuality
lytang/MiniCheck-RoBERTa-Large0.4Bresponse-and-relevancefactuality, logical-consistency, relevance
lytang/MiniCheck-Flan-T5-Large0.8Bresponse-and-relevancefactuality, logical-consistency, relevance
ibm-granite/granite-guardian-3.1-2b2Bresponse-and-relevancefactuality, logical-consistency, relevance
bespokelabs/Bespoke-MiniCheck-7B7Bresponse-and-relevancefactuality, logical-consistency, relevance
nvidia/prompt-task-and-complexity-classifier0.184Bresponse-and-relevance, language-qualityrelevance, quality
PatronusAI/glider3.8Bresponse-and-relevance, language-qualityfactuality, logical-consistency, relevance, quality
flowaicom/Flow-Judge-v0.13.8Bresponse-and-relevance, language-qualityfactuality, logical-consistency, relevance, quality
meta-llama/Llama-Prompt-Guard-2-22M0.022Bsecurity-and-privacyprompt-injection, jailbreaks
eliasalbouzidi/distilbert-nsfw-text-classifier0.068Bsecurity-and-privacyinappropriate-content
meta-llama/Llama-Prompt-Guard-2-86M0.086Bsecurity-and-privacyprompt-injection, jailbreaks
ibm-granite/granite-guardian-hap-125m0.125Bsecurity-and-privacytoxicity, hallucination
ibm-granite/granite-guardian-hap-125m0.125Bsecurity-and-privacytoxicity, hallucination
protectai/deberta-v3-small-prompt-injection-v20.142Bsecurity-and-privacyprompt-injection
protectai/deberta-v3-base-prompt-injection-v20.182Bsecurity-and-privacyprompt-injection
TostAI/nsfw-text-detection-large0.355Bsecurity-and-privacyinappropriate-content
MoritzLaurer/ModernBERT-large-zeroshot-v2.00.4Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content
madhurjindal/Jailbreak-Detector-2-XL0.5Bsecurity-and-privacyjailbreaks
google/shieldgemma-2b2Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Token-Classification Models

NameSizeCategorySub Category
osmosis-ai/Osmosis-Structure-0.6B0.6Bcontent-validation, security-and-privacypii, competitor-blocking
gliner-community/gliner_small-v2.50.7Bcontent-validation, security-and-privacypii, competitor-blocking
ai4privacy/llama-ai4privacy-multilingual-categorical-anonymiser-openpii0.15Bsecurity-and-privacypii

Text-To-Text-Generation Models

NameSizeCategorySub Category
facebook/nllb-200-distilled-600M0.6Blanguage-qualitytranslation-accuracy
meta-llama/Llama-3.2-1B-Instruct1Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Image-Classification Models

NameSizeCategorySub Category
Marqo/nsfw-image-detection-3840.006Bsecurity-and-privacyinappropriate-content
Freepik/nsfw_image_detector0.086Bsecurity-and-privacyinappropriate-content
Organika/sdxl-detector0.086Bsecurity-and-privacydeepfake-detection
prithivMLmods/Deep-Fake-Detector-v2-Model0.086Bsecurity-and-privacydeepfake-detection
TostAI/nsfw-image-detection-large0.0871Bsecurity-and-privacyinappropriate-content
Ateeqq/nsfw-image-detection0.092Bsecurity-and-privacyinappropriate-content
Falconsai/nsfw_image_detection0.1Bsecurity-and-privacyinappropriate-content
OpenSafetyLab/ImageGuardnasecurity-and-privacyinappropriate-content

Image-Text-To-Text Models

NameSizeCategorySub Category
meta-llama/Llama-Guard-4-12B12Bsecurity-and-privacyinappropriate-content, offensive-language, prompt-injection, sensitive-content

Organisations/Companies

Open Source

NameCategoryDescription
Armorer Guardsecurity-and-privacyLocal Rust scanner and MCP proxy for AI-agent prompt injection, credential leakage, exfiltration, and risky tool-call arguments.
guardrailsallAdding guardrails to large language models.
NeMo-GuardrailsallNeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
uqlmhallucinationUQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection.
llm-guardallThe Security Toolkit for LLM Interactions.
any-guardrailallA single interface to use different guardrail models. Switch between different guardrail providers, without changing your code.

Closed Source

NameCategoryDescription
LakeraallLakera is a company that provides a range of AI services.
Guardrails AI ProallGuardrails AI Pro is a commercial version of guardrails that provides additional features and support.
Zenablelogic-validation, security-and-privacyAI guardrails that learn your team's standards and ensure coding agents follow them. Catches bugs and security issues (SQL injection, hardcoded secrets) in AI-generated code in real-time via MCP integration with 50+ IDEs.

Datasets

NameCategoryDescription
lytang/LLM-AggreFactfactualityBias in Bios is a dataset of 100000 bios of people with different biases.
Entreprise PII MaskingpiiEntreprise PII Masking are datasets for enterprise PII masking focused on location, work, health, digital and financial information.
prithivMLmods/OpenDeepfake-Previewdeepfake-detectionOpenDeepfake-Preview is a dataset of 20K deepfake images.
eliasalbouzidi/NSFW-Safe-DatasetnsfwNSFW-Safe-Dataset is a dataset for NSFW content detection.
lmsys/toxic-chattoxic-chatToxic-Chat is a dataset for toxic chat detection.

Papers

NameCategoryDescription
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble ScorershallucinationUncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsfactualityRAGTruth is a dataset of 100000 bios of people with different biases.
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documentsfactualityhow to build small fact-checking models that have GPT-4-level performance but for 400x lower cost.
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionshallucinationA Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Granite Guardian: A Guardrail Framework for Large Language ModelsallGranite Guardian is a guardrail framework for large language models.
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Modelsprompt-injection"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
"Tiny-Toxic-Detector: A compact transformer-based model for toxic content detectiontoxic-chat"Tiny-Toxic-Detector: A compact transformer-based model for toxic content detection
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generationtoxic-chatT2ISafety is a benchmark for assessing fairness, toxicity, and privacy in image generation.
awesome
deepfake-detection
genai
guardrails
inappropriate-content
llm
offensive
prompt-inj
red-teaming
safety
security

Contributors

angpt

1 commits

armorer-labs

1 commits

JonZeolla

1 commits

Languages

Python

100.0%