Defend your AI techniques with Immediate Shields—a unified API that analyzes inputs to your LLM-based resolution to protect in opposition to direct and oblique threats.
A robust protection in opposition to immediate injection assaults
The AI safety panorama is continually altering, with immediate injection assaults rising as one of the important threats to generative AI app builders in the present day. This happens when an adversary manipulates an LLM’s enter to vary its habits or entry unauthorized data. Based on the Open Worldwide Utility Safety Undertaking (OWASP), immediate injection is the highest menace going through LLMs in the present day1. Assist defend your AI techniques in opposition to 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 in opposition to direct and oblique threats. These exploits can embrace circumventing current security measures, exfiltrating delicate knowledge, or getting AI techniques to take unintended actions inside your setting.
Immediate injection assaults
In a immediate injection assault, malicious actors enter misleading prompts to impress unintended or dangerous responses from AI fashions. These assaults will be labeled into two predominant classes—direct and oblique immediate injection assaults.
- Direct immediate injection assaults, together with jailbreak makes an attempt, happen when an finish consumer inputs a malicious immediate designed to bypass safety layers and extract delicate data. For example, an attacker would possibly immediate an AI mannequin to disclose confidential knowledge, equivalent to social safety numbers or personal 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 offered in Azure AI Content material Security. It defends in opposition to many sorts of immediate injection assaults, and new defenses are frequently 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 consumer prompts and third-party knowledge. This cutting-edge functionality will help the safety and integrity of your AI functions, serving to to safeguard your techniques in opposition to malicious makes an attempt at manipulation or exploitation.
Immediate Shields capabilities embrace:
- Contextual consciousness: Immediate Shields can discern the context during which prompts are issued, offering a further layer of safety by understanding the intent behind consumer inputs. Contextual consciousness additionally results in fewer false positives as a result of it’s able to distinguishing precise assaults from real consumer prompts.
- Spotlighting: At Microsoft Construct 2025, we introduced Spotlighting, a robust new functionality that enhances Immediate Shields’ skill to detect and block oblique immediate injection assaults. By distinguishing between trusted and untrusted inputs, this innovation empowers builders to higher safe generative AI functions in opposition to adversarial prompts embedded in paperwork, emails, and internet content material.
- Actual-time response: Immediate Shields operates in actual time and is likely one of the first real-time capabilities to be made typically out there. It will possibly swiftly determine and mitigate threats earlier than they’ll compromise the AI mannequin. This proactive strategy minimizes the danger of information breaches and maintains system integrity.
Finish-to-end strategy
- Danger and security evaluations: Azure AI Foundry gives 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 determine identified dangers at scale. Assist groups shift left by transferring from reactive incident response to proactive security testing earlier in growth. Security evaluations additionally help pink teaming by producing adversarial datasets that strengthen testing and speed up concern detection.
- Sturdy controls and guardrails: Immediate Shields is only one of Azure AI Foundry’s strong content material filters. Azure AI Foundry gives various 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 growth setting. This integration helps shut the hole between safety and engineering groups, permitting builders to proactively determine 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 cut back floor space threat and construct safer AI functions from the beginning.
Buyer use circumstances
AI Content material Security Immediate Shields gives quite a few advantages. Along with defending in opposition to 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 circumstances and buyer testimonials spotlight the influence of those capabilities.
AXA: Making certain reliability and safety
AXA, a worldwide 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, profiting from fashions which have already been fine-tuned utilizing human suggestions reinforcement studying. As well as, AXA may depend on Azure content material filtering know-how, to which the corporate added its personal safety layer to stop any jailbreaking of the mannequin utilizing Immediate Shields, making certain an optimum degree of reliability. These layers are frequently up to date to keep up 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 keep up compliance and safety throughout its merchandise. At its core, Wrtn’s flagship know-how compiles an array of AI use circumstances and companies localized for Korean customers to combine AI into their on a regular basis lives. The platform fuses parts 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 participating, 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 recollections.
As a result of the product is extremely customizable to particular customers, the built-in skill to toggle content material filters and Immediate Shields is extremely 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 additionally security. Via Azure, we are able to 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 resolution makers seeking to improve the safety of their AI deployments, integrating Azure’s Immediate Shields is a strategic crucial. Happily, enabling Immediate Shields is straightforward.
Azure’s Immediate Shields and built-in AI security measures provide an unparalleled degree 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 greatest 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 techniques from immediate injection assaults and assist keep 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, that means it’s safe, personal, and secure. Reliable AI is simply doable if you mix our commitments, equivalent to our Safe Future Initiative and Accountable AI rules, with our product capabilities to unlock AI transformation with confidence.
