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Impact of AI on Identity and Access Management in Cybersecurity?

 

Identity and Access Management

Artificial Intelligence (AI) has revolutionized every aspect of our lives, including Identity and Access Management (IAM). AI-powered IAM systems provide several benefits. However, it is also essential to understand the limitations of AI and the best practices to follow while implementing AI-powered IAM system 

Let’s understand the benefits of incorporating AI into IAM and the best identity and access management solutions you can utilize in your business.  

•Better security: AI-powered IAM systems can detect potential threats by analyzing user behavior, time, location, and user actions. With the help of behavioral analysis, AI can establish a detailed profile of general activity patterns and flag any deviation from the norm. In addition, AI can also provide secure authentication using multifactor or risk-based authentication.

•Customized and secure experience: AI-powered solutions can provide users a more personalized, secure, and smooth experience. Adaptive authentication is an example of an AI-powered IAM system that continually analyzes and evaluates user behavior and context to determine the level of risk associated with a specific user’s activity. Based on risk assessment, the system can modify authentication requirements and prompt additional authentication factors to provide a more personalized experience while ensuring security.

•Limitations: The quality of AI models depends on the data they are trained on. If the data is skewed, the AI model will reflect that bias. Additionally, acquiring a large amount of quality data is challenging, especially for small firms. Businesses must also ensure the ethical and legal use of AI models.

•Best practices to get started: Businesses can get started by identifying use cases, collecting and preparing data, implementing a phased approach, developing a data governance framework, and monitoring IAM systems regularly. Organizations can utilize IAM solutions to manage user identities and control user access by using a variety of technical solutions, rules, and procedures. These solutions allow organizations to secure their people and data, ensure regulatory compliance, reduce costs, and provide a simplified experience for users. Identity and access management solutions ensure that only the right people access specific data or resources, protecting enterprise assets. Here are the best solutions that you can utilize for your business- 

•JumpCloud- It is a cloud-based identity and access management (IAM) solution that offers a suite of features, including directory services, single sign-on (SSO), privilege account management (PAM), multifactor authentication (MFA), and more. It allows administrators to manage users and devices across Windows, Linux, and macOS, both on-premises and in the cloud. JumpCloud offers zero-touch onboarding, secure remote access, and Zero Trust security capabilities.

•IS Decisions- This solution provides UserLock, an access management solution for Windows Active Directory and cloud environments. UserLock offers multifactor authentication, single sign-on, and session management, along with compliance support for data protection standards. In order to obtain insight into user access behavior across their environment, IT administrators can set up rules to accept, prohibit, or limit logins depending on contextual parameters such as machine/device, time, session type, and concurrent logins.

•Thales- cloud-based access control solution from Thales called SafeNet Trusted Access integrates SSO, risk-based policies, and all types of authentication. The solution provides a wide range of capabilities for multifactor authentication, straightforward cloud access via Smart Single Sign-On, adaptable scenario-based access controls, and secure access for partners and contractors.

•ManageEngine's ADManager Plus- With features like one-click provisioning, secure delegations, and granular access management, ManageEngine's ADManager Plus is a unified identity and access management solution built for managing and reporting. The solution is available in three editions with varying capabilities: a free edition, a Standard Edition, and a Professional Edition with more comprehensive features.IAM systems driven by AI provide many advantages, but businesses must also be aware of AI's limitations. Businesses can use various identity and access management tools to safeguard their employees and data, maintain legal compliance, cut expenses, and give users a more streamlined and improved experience.

 


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