What is AIA Guard?

AIA Guard is an end-to-end solution that automatically analyses your entire machine learning workflow with particular attention to data poisoning, inference attacks, model stealing, data leakage and adversarial machine learning .

Data Privacy & sanitization

Via a proprietary machine learning solution, sensitive and personal information are automatically detected and recommendations are provided to enhance your database-resilient strategy. This module aims to close gaps in data leakage accounting also for info triangulation among tables and databases. As a result, the sanitized databases will be resilient to attacks and fully GDPR compliant.

Static Program Analysis

Differently from traditional solutions, an highly specialised analysis is performed directly on the source code and imported libraries in order to identify vulnerabilities including data-flow weakneses and authentication problems. As a result, mitigation actions are provided.

Penetration Testing

Leveraging the information acquired during the Static Program Analysis step, an initial Information Gathering and Reconnaissance is performed exploiting publicly available sources in order to gather as much information as possible on potential targets. Subsequently, in-depth AI target scanning and exploitation phases are delivered. As a result, a detailed report and mitigation actions is produced.

Data Poisoning

An advanced data poisoning module is available to concretely evaluate each step of the AI model development including training, validation and testing. For each step granular details regarding model drift, class representations, model explainability, and sustainable poisoning levels are provided. As a result, a broader awareness of poisoning risk and AI trustworthiness is delivered.

Stay updated

News & events

Nov 10, 2022

All Day DevOps

We will take part to this online event in a session named "Adversarial Machine Learning Robustness Check as Part of Your DevSecOps Pipeline"

Oct 21, 2022


We will contribute to this in-person event held at Università degli Studi della Tuscia, Viterbo.

Oct 12, 2022

DISI Industrial Workshops

This event is part of a series of meetings to allow an ongoing dialogue between the companies and students of the Department of Information Engineering and Computer Science of Università di Trento.

May 16, 2022

Datrix data breakfast

In this webinar event we will focus on the role of artificial intelligence (AI) in cybersecurity, specifically the use of AI to prevent and respond to cyber attacks.


Any Questions? Answered

Indeed it is; the full functioning solution can be deployed on your premises or private Cloud and does not require interaction with external sources.
Particular attention has been dedicated to the usability: from installation to execution and report generation. Making sure that key messages and recommendations are delivered efficiently to both technical and non technical end-users.
Yes, in conjunction with the product it is also possible to extend existing modules in order to meet client specific needs. The team can support with analysis and in-depth investigations.
Yes, the product is specifically designed to address and operate in mission critical scenarios.
A demo version is freely available until June 30th.

Project developers


Our Pricing Plans

We can offer flexible solutions to meet your needs. Until June 30th a demo version of AIAGuard will be freely accessible.


For individuals


  • Max 10 analyses/month
  • No support


€ 9.99/month

  • Unlimited analyses
  • Dedicated support

For businesses

Dedicated offer

  • Custom solution
  • Dedicated support and priority

Send us a message for further details

Our Location

Milan, Italy

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