TROJAI DETECT: BUILD-TIME PROTECTION
AI red teaming that uncovers model risk.
Without visibility, you can’t protect your AI models and applications. Find security weaknesses in your AI, ML, and GenAI models before they can be exploited.
Without visibility, you can’t protect your AI models and applications. Find security weaknesses in your AI, ML, and GenAI models before they can be exploited.
Visibility into the security risks and flaws of your AI models requires thorough testing. Comprehensive AI red teaming and pentesting identify whether model behavior can be manipulated prior to deployment. This ensures that AI models are secure, robust, and transparent.
Provide full visibility into the behavior of your model.
Identify security risks and flaws prior to deployment.
Stop evolving threats and potential data loss.
Even the most sophisticated AI models are at risk from novel attacks. Automatically protect your AI models against evolving threats by hardening model behavior.
TrojAI delivers over 150 built-in security and safety tests and lets you create custom tests to find defects in your AI models. Customizable and content-specific policies allow you to fine-tune your testing and ensure the transparency and security of your AI models and applications.
Protect against attackers manipulating input data with the intent of altering a model's behavior or output to achieve malicious goals.
Prevent attackers from bypassing AI model restrictions to gain unauthorized access, manipulate behavior, or extract sensitive information.
Block attackers from overwhelming an AI system with excessive requests or data, protecting against model denial of service, service degradation, or high operational costs.
Guard against data extraction or data loss that inadvertently exposes, destroys, or corrupts confidential data like PII, IP, source code, or other sensitive data.
Stop AI models from generating inappropriate content by implementing robust safeguards and monitoring outputs to ensure they are safe, responsible, and ethical.
Prevent AI models from generating outputs that could expose backend systems, leading to severe consequences like cross-site scripting, privilege escalation, and remote code execution.
Prevent pre-training, fine-tuning, or embedding data from being manipulated to introduce vulnerabilities, backdoors, or biases compromising security or model behavior.
Reduce the risk that the system prompts or instructions used to steer the behavior of the model may contain sensitive information or secrets.
Stop weaknesses in how vectors and embeddings are generated, stored, or retrieved from being exploited to inject harmful content, manipulate models, or access sensitive data.
Ensure AI models are resilient and perform consistently well under a variety of conditions, including changes in data, input noise, or adversarial attacks.
Test AI models for trust, accountability, and bias to understand how the model functions to prevent errors in the errors in the decision-making process.
Identify the gradual degradation in an AI model’s performance over time due to changes in the underlying data, environment, or external factors.
Evaluate AI model performance to ensure it delivers accurate, fair, and reliable results while also meeting both business and regulatory requirements.
Stop AI models from producing false or misleading information that appears to be credible.
TrojAI Detect supports a wide range of advanced pentesting methodologies so that you can be sure your models are secure.
Established benchmark datasets are used to test the behavior of the model.
Manipulated inputs created by an algorithm are used to evaluate model behavior.
An LLM is used to attack the model, while another LLM judges the success of the attack.
Beyond detection, TrojAI prioritizes flaws based on severity, enabling you to disarm potential threats, reduce your risk, and protect against financial and reputational damage.
TrojAI Detect supports AI red teaming for tabular, NLP, and LLMs in commercial, open source, or custom models.
Take visibility to the next level. Automatically create reports segmented by policy or test that easily map to AI security standards like OWASP, MITRE, and NIST.
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TrojAI named to the 2021/2024
Top 100 Global AI Companies