Arc Gate: Enhanced Protection for OpenAI from Prompt Injection What is Arc Gate? Arc Gate is a robust solution designed to protect OpenAI-endpoints by effectively filtering malicious injection prompts before they access your model. It offers a straightforward, zero-code-to-get-started integration, accessible through an easy interface at try Arc Gate. The platform provides immediate insights by showing when a prompt is successfully filtered. It's particularly effective with four layers of defense and showcases examples of blocked versus passing inputs for better understanding. How does Arc Gate Function? Built with a sophisticated behavioral SVM framework employing sentence-transformer embeddings gives it the power to identify semantic intent rather than relying on simple pattern-matching. This first-layer is swiftly supplemented by additional comprehensive checks yielding accurate filtering performance across varied scenarios.

Testimonial Scores Arc Gate has been rigorously tested on 40 out-of-distribution prompts encompassing indirect instructions, role-playing scenarios, and hypotheticals. Here are the results:

  • Arc Gate : Accurate recall scores of 0.90, F1 0.947
  • OpenAI Moderation : Recall 0.75, F1 0.86
  • LlamaGuard 3 8B : Recall 0.55, F1 0.71 Benign prompts, including secure discussions and secure role-plays, all successfully passed the filter stage, ensuring zero false positives.

Seamless Integration Installing Arc Gate for your application is as uncomplicated as making a single URL adjustment:

python base url="https://web-production-6e47f.up.railway.app/v1" Source the latest implementation from Arc Gate GitHub and enhance with contributions.

Why Choose Arc Gate?

  • Productive Use Cases: Content Moderation: Use Case- As part of a system that automates censorship, Arc Gate can ensure that even subtle violations threaded in sentences are intercepted. Customer Service: Enhance chatbot efficiency by screening undesirable inputs prompting inappropriate responses which could harm customer relations. Ensures smooth interaction for favorable client experiences.
  • Technical Specifications:
  • Security: No false positives ensures genuine security discussions or benign role-play remain unaffected
  • Latency: Prompt inspection is swift at 329ms

FAQs How does Arc Gate compare against other inject protection systems? Arc Gate relies on a multi-layered approach, the pioneering use of behavioral SVM on sentence-transformer embeddings and comprehensive checks. This yields high recall & F1 scores versus other protective frameworks. Which scenes are appropriate for Arc Gate? Utilized within contexts like automated content monitoring and adaptive client-serving bots where screening valid prompts and filtering invades hold crucial value. What does straightforward integration entail? Arc Gate integration simply needs altering one base URL. All details are available without delay at the respective GitHub. Integration adaptability allows quick setup across various codes without heavy dependencies. Experience the potency of Arc Gate today by simply going live without needing prerequisites of pre-configurations or codes.