Defend your AI methods with Immediate Shields—a unified API that analyzes inputs to your LLM-based resolution to protect towards direct and oblique threats.
A powerful protection towards immediate injection assaults
The AI safety panorama is continually altering, with immediate injection assaults rising as one of the crucial vital threats to generative AI app builders as we speak. This happens when an adversary manipulates an LLM’s enter to alter its habits or entry unauthorized info. Based on the Open Worldwide Software Safety Mission (OWASP), immediate injection is the highest menace dealing with LLMs as we speak1. Assist defend your AI methods towards this rising menace with Azure AI Content material Security, that includes Immediate Shields—a unified API that analyzes inputs to your LLM-based resolution to protect towards direct and oblique threats. These exploits can embody circumventing current security measures, exfiltrating delicate knowledge, or getting AI methods to take unintended actions inside your atmosphere.
Immediate injection assaults
In a immediate injection assault, malicious actors enter misleading prompts to impress unintended or dangerous responses from AI fashions. These assaults might be categorized into two essential classes—direct and oblique immediate injection assaults.
- Direct immediate injection assaults, together with jailbreak makes an attempt, happen when an finish person inputs a malicious immediate designed to bypass safety layers and extract delicate info. As an illustration, an attacker may immediate an AI mannequin to disclose confidential knowledge, equivalent to social safety numbers or non-public emails.
- Oblique, or cross-prompt injection assaults (XPIA), contain embedding malicious prompts inside seemingly innocuous exterior content material, equivalent to paperwork or emails. When an AI mannequin processes this content material, it inadvertently executes the embedded directions, doubtlessly compromising the system.
Immediate Shields seamlessly integrates with Azure OpenAI content material filters and is obtainable in Azure AI Content material Security. It defends towards many sorts of immediate injection assaults, and new defenses are usually added as new assault varieties are uncovered. By leveraging superior machine studying algorithms and pure language processing, Immediate Shields successfully identifies and mitigates potential threats in person prompts and third-party knowledge. This cutting-edge functionality will assist the safety and integrity of your AI purposes, serving to to safeguard your methods towards malicious makes an attempt at manipulation or exploitation.
Immediate Shields capabilities embody:
- Contextual consciousness: Immediate Shields can discern the context wherein prompts are issued, offering an extra layer of safety by understanding the intent behind person inputs. Contextual consciousness additionally results in fewer false positives as a result of it’s able to distinguishing precise assaults from real person prompts.
- Spotlighting: At Microsoft Construct 2025, we introduced Spotlighting, a strong new functionality that enhances Immediate Shields’ means to detect and block oblique immediate injection assaults. By distinguishing between trusted and untrusted inputs, this innovation empowers builders to raised safe generative AI purposes towards adversarial prompts embedded in paperwork, emails, and internet content material.
- Actual-time response: Immediate Shields operates in actual time and is among the first real-time capabilities to be made usually accessible. It will possibly swiftly establish and mitigate threats earlier than they will compromise the AI mannequin. This proactive method minimizes the danger of information breaches and maintains system integrity.
Finish-to-end method
- Danger and security evaluations: Azure AI Foundry presents threat and security evaluations to let customers consider the output of their generative AI utility for content material dangers: hateful and unfair content material, sexual content material, violent content material, self-harm-related content material, direct and oblique jailbreak vulnerability, and guarded materials.
- Purple-teaming agent: Allow automated scans and adversarial probing to establish recognized dangers at scale. Assist groups shift left by transferring from reactive incident response to proactive security testing earlier in improvement. Security evaluations additionally assist crimson teaming by producing adversarial datasets that strengthen testing and speed up difficulty detection.
- Sturdy controls and guardrails: Immediate Shields is only one of Azure AI Foundry’s strong content material filters. Azure AI Foundry presents plenty of content material filters to detect and mitigate threat and harms, immediate injection assaults, ungrounded output, protected materials, and extra.
- Defender for Cloud integration: Microsoft Defender now integrates instantly into Azure AI Foundry, surfacing AI safety posture suggestions and runtime menace safety alerts inside the improvement atmosphere. This integration helps shut the hole between safety and engineering groups, permitting builders to proactively establish and mitigate AI dangers, equivalent to immediate injection assaults detected by Immediate Shields. Alerts are viewable within the Dangers and Alerts tab, empowering groups to scale back floor space threat and construct safer AI purposes from the beginning.
Buyer use instances
AI Content material Security Immediate Shields presents quite a few advantages. Along with defending towards jailbreaks, immediate injections, and doc assaults, it could actually assist to make sure that LLMs behave as designed, by blocking prompts that explicitly attempt to circumvent guidelines and insurance policies outlined by the developer. The next use instances and buyer testimonials spotlight the influence of those capabilities.
AXA: Guaranteeing reliability and safety
AXA, a world chief in insurance coverage, makes use of Azure OpenAI to energy its Safe GPT resolution. By integrating Azure’s content material filtering know-how and including its personal safety layer, AXA prevents immediate injection assaults and helps make sure the reliability of its AI fashions. Safe GPT relies on Azure OpenAI in Foundry Fashions, making the most of fashions which have already been fine-tuned utilizing human suggestions reinforcement studying. As well as, AXA may also depend on Azure content material filtering know-how, to which the corporate added its personal safety layer to forestall any jailbreaking of the mannequin utilizing Immediate Shields, guaranteeing an optimum stage of reliability. These layers are usually up to date to take care of superior safeguarding.
Wrtn: Scaling securely with Azure AI Content material Security
Wrtn Applied sciences, a number one enterprise in Korea, depends on Azure AI Content material Security to take care of compliance and safety throughout its merchandise. At its core, Wrtn’s flagship know-how compiles an array of AI use instances and providers localized for Korean customers to combine AI into their on a regular basis lives. The platform fuses components of AI-powered search, chat performance, and customizable templates, empowering customers to work together seamlessly with an “Emotional Companion” AI-infused agent. These AI brokers have partaking, lifelike personalities, interacting in dialog with their creators. The imaginative and prescient is a extremely interactive private agent that’s distinctive and particular to you, your knowledge, and your reminiscences.
As a result of the product is very customizable to particular customers, the built-in means to toggle content material filters and Immediate Shields is very advantageous, permitting Wrtn to effectively customise its safety measures for various finish customers. This lets builders scale merchandise whereas staying compliant, customizable, and conscious of customers throughout Korea.
“It’s not simply concerning the safety and privateness, but in addition security. By means of Azure, we will simply activate or deactivate content material filters. It simply has so many options that add to our product efficiency,” says Dongjae “DJ” Lee, Chief Product Officer.
Combine Immediate Shields into your AI technique
For IT determination makers seeking to improve the safety of their AI deployments, integrating Azure’s Immediate Shields is a strategic crucial. Fortuitously, enabling Immediate Shields is straightforward.
Azure’s Immediate Shields and built-in AI safety features provide an unparalleled stage of safety for AI fashions, serving to to make sure that organizations can harness the ability of AI with out compromising on safety. Microsoft is a pacesetter in figuring out and mitigating immediate injection assaults, and makes use of finest practices developed with many years of analysis, coverage, product engineering, and learnings from constructing AI merchandise at scale, so you may obtain your AI transformation with confidence. By integrating these capabilities into your AI technique, you may assist safeguard your methods from immediate injection assaults and assist preserve the belief and confidence of your customers.
Our dedication to Reliable AI
Organizations throughout industries are utilizing Azure AI Foundry and Microsoft 365 Copilot capabilities to drive progress, improve productiveness, and create value-added experiences.
We’re dedicated to serving to organizations use and construct AI that’s reliable, which means it’s safe, non-public, and secure. Reliable AI is simply attainable if you mix our commitments, equivalent to our Safe Future Initiative and Accountable AI ideas, with our product capabilities to unlock AI transformation with confidence.
