Qualys - Detailed Review

Qualys Overview

Qualys, a leading provider of cloud-based IT, security, and compliance solutions, integrates AI extensively in its networking tools and security products. Here are the main features and functionalities of their AI-driven products:

Qualys TotalAI

Holistic Discovery and Vulnerability Assessment

Qualys TotalAI enables the discovery, inventory, and classification of all AI and large language model (LLM) assets, including GPUs, software, packages, and models. This helps in correlating their exposure with the attack surface, ensuring comprehensive visibility.

Prevention of Model Theft and Data Leaks

This solution assesses, prioritizes, and remediates AI software vulnerabilities using over 650 AI-specific detections. It correlates these detections with threat feeds and asset exposures to prevent model and data theft, as well as detect issues like prompt injection and sensitive information disclosure.

Addressing OWASP Top 10 Risks

Qualys TotalAI specifically addresses the OWASP Top 10 most critical risks for LLM applications, such as prompt injection, sensitive information disclosure, and model theft. This ensures that organizations can securely adopt AI technologies while maintaining rigorous security standards.

AI and Machine Learning in Data Analysis

Pattern Analysis

Qualys uses AI techniques like machine learning and deep learning to analyze patterns in petabytes of anonymized data from endpoints. This helps surface new insights that individual data points could not reveal on their own.

Large Language Models

Qualys is exploring the use of large language models fine-tuned on its proprietary data sets to provide more contextualized responses that directly apply to customers’ environments. Each engineering team has access to these models pre-trained on codebases to assist with tasks like generating documentation or sample code.

Automated Machine Learning Pipeline

Continuous Refinement and Redeployment

Qualys has an automated machine learning pipeline that allows for the continuous refinement and redeployment of AI models without disrupting work. Over time, this aims to have LLMs understand the full context of each project, offering trustworthy solutions aligned with the organization’s policies and guidelines.

Vulnerability Management with AI

Continuous Scanning and Identification

Qualys Vulnerability Management (VM) continuously scans and identifies vulnerabilities with high accuracy, protecting IT assets on premises, in the cloud, and on mobile devices. AI-powered scanning helps in detecting vulnerabilities faster and with minimal network impact.

Cloud Agents

The lightweight, self-updating Qualys Cloud Agents extend network coverage to assets that can’t be scanned traditionally, providing real-time visibility into vulnerabilities and unexpected changes in the network.

API Security with AI

API Discovery and Inventory Management

Qualys Web Application Scanning (WAS) with API Security automatically identifies and catalogues all APIs within an organization’s network, including internal, external, undocumented, rogue, and shadow APIs. This ensures an updated inventory across all platforms.

API Vulnerability Testing

Qualys performs comprehensive API vulnerability testing using AI-assisted clustering and deep learning. This targets critical areas efficiently, achieving a high detection rate with reduced scan time. It detects API-specific security vulnerabilities, including those listed in the OWASP API Top 10.

Integration with CI/CD Tools

Qualys integrates seamlessly with CI/CD tools and IT ticketing systems, supporting both shift-left and shift-right security practices. This facilitates automated security testing and real-time threat detection without disrupting development workflows.

These features and functionalities highlight how Qualys leverages AI to enhance security, compliance, and the overall management of IT assets, ensuring organizations can adopt AI technologies securely and effectively.