# platforms
30 articlestagged with “platforms”
Cloud AI Platforms Assessment
Assessment covering AWS Bedrock, Azure OpenAI, GCP Vertex AI, and multi-cloud security strategies.
Case Studies
Real-world AI security incidents, domain-specific case studies, incident analysis reports, and platform security evaluations that ground theoretical knowledge in practical experience.
Walkthroughs
Step-by-step guided walkthroughs covering red team tools, engagement methodology, defense implementation, platform-specific testing, and full engagement workflows.
Cloud AI Platform Walkthroughs
Hands-on walkthroughs for red teaming AI systems deployed on major cloud platforms: AWS Bedrock, Azure OpenAI, Google Vertex AI, and Hugging Face Hub.
Testing AI21 Labs Models
Red team testing guide for AI21 Labs Jamba models including long context and efficiency features.
Testing Anthropic Claude: Complete Guide
Complete red team testing guide for Anthropic's Claude including tool use, extended thinking, and computer use.
Testing AWS Bedrock Deployments
Red team testing guide for models deployed via AWS Bedrock including guardrails and access controls.
Testing Azure OpenAI Service
Red team testing guide for Azure OpenAI including content filtering, managed identity, and network controls.
Testing Cohere Models
Red team testing guide for Cohere's Command-R models including RAG and tool use features.
Testing DeepSeek Models
Red team testing guide for DeepSeek models including R1 reasoning exploitation and MoE architecture.
Testing Fireworks AI Platform
Red team testing guide for Fireworks AI including function calling and compound AI systems.
Testing Google Gemini: Complete Guide
Complete red team testing guide for Google's Gemini including multimodal inputs and long context.
Testing Groq Inference Platform
Red team testing guide for Groq's high-speed inference platform and its security characteristics.
Testing Hugging Face Hosted Models
Red team testing guide for models hosted on Hugging Face including Inference API and Spaces.
Testing Meta Llama: Complete Guide
Complete red team testing guide for Meta's Llama models including fine-tuning and self-hosted deployment.
Testing Mistral AI Models
Complete red team testing guide for Mistral AI models including Mixtral MoE architecture and chat endpoints.
Testing Ollama Local Deployments
Security testing guide for locally deployed models via Ollama including network exposure and API security.
Testing OpenAI GPT-4o: Complete Guide
Complete red team testing guide for OpenAI's GPT-4o including API, function calling, and structured outputs.
Testing Replicate-Hosted Models
Red team testing guide for models hosted on Replicate including open-source model deployments.
Testing Together AI Platform
Red team testing guide for Together AI including fine-tuned model endpoints and custom deployments.
Testing AI21 Jamba Models
Red team testing guide for AI21's Jamba models with SSM-Transformer hybrid architecture analysis.
Testing Anyscale/Ray Serve Endpoints
Red team testing guide for models served via Anyscale and Ray Serve including distributed inference security.
Testing Cohere Models: Complete Guide
Complete red team testing guide for Cohere's Command models including RAG integration and tool use.
Testing Fireworks AI Deployments
Red team testing guide for models deployed via Fireworks AI including function calling and fine-tuned models.
Testing GCP Vertex AI Deployments
Red team testing guide for models deployed via GCP Vertex AI including Model Garden and custom endpoints.
Testing Mistral/Mixtral: Complete Guide
Complete red team testing guide for Mistral and Mixtral models including MoE routing and API vulnerabilities.
Testing Ollama Local Deployments (Platform Walkthrough)
Red team testing guide for models deployed locally via Ollama including API endpoints and model management.
Testing Replicate Hosted Models
Red team testing guide for models hosted on Replicate including API exploitation and model versioning.
Testing Together AI Hosted Models
Red team testing guide for models hosted on Together AI's inference platform.
Testing vLLM Inference Deployments
Red team testing guide for models served via vLLM including batching, KV cache, and speculative decoding.