{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9853993","patent":{"patent_number":"US-9853993","title":"Systems and methods for generation and selection of access rules","assignee":null,"inventors":[],"filing_date":"2016-11-15T00:00:00.000Z","publication_date":"2017-12-26T00:00:00.000Z","cpc_codes":["H04L","G06Q","G06Q","G06Q","H04L","H04L","H04L","H04L"],"num_claims":20,"abstract":"In some embodiments, a resource security system may determine an access request outcome (e.g., accept, reject, or review) for an access request based on access rules. The resource security system may generate and select the access rules to be used for using stability information. For instance, the resource security system may select a training set from the received access requests, e.g., including recently received access requests, and generate a plurality of potential access rules based on the training set. The resource security system may determine and compare the detection performance and the stability performance of the potential access rules. The resource security system may select the best performing potential access rules to be used in operation for determining the outcome of access requests."},"analysis":{"summary":"The Systems and Methods for Generation and Selection of Access Rules patent introduces a resource security system that dynamically determines access request outcomes based on intelligently generated and selected access rules. The core innovation lies in using stability information to create and refine these rules, addressing the limitations of static, predefined access policies. This approach solves the problem of outdated security measures by continuously adapting to new threats and access patterns. The system selects a training set from recent access requests and generates a plurality of potential access rules. It then determines and compares the detection performance and stability performance of these rules, selecting the best performers for operational use. This technology offers significant business value by improving security, reducing administrative overhead, and minimizing operational disruptions. The market opportunity is substantial, as organizations increasingly require adaptive security solutions to protect their resources in dynamic environments. By optimizing access control policies for both security and efficiency, this innovation provides a scalable and sustainable solution for managing resource security, making it a valuable asset for businesses seeking to enhance their overall security posture.","layman_explanation":"The Systems and Methods for Generation and Selection of Access Rules patent addresses the challenge of maintaining effective security in a constantly evolving digital environment. Traditional security systems rely on rules that are often static and require manual updates, making them vulnerable to new threats and inefficient in managing access privileges.\n\n**What Problem Does This Solve?**\n\nImagine a company that uses a list of approved employees to grant access to its internal systems. This list is updated manually, and it can take time to add new employees or remove those who have left. In the meantime, unauthorized individuals might gain access, or legitimate employees might be denied access due to outdated information. This patent solves the problem of static access rules by providing a dynamic and adaptive approach that automatically adjusts to changing conditions.\n\n**How Does It Work?**\n\nInstead of relying on a static list, this system continuously analyzes access requests and generates potential access rules based on stability information. Think of it as a smart filter that learns from its environment. It looks at who is trying to access what and determines whether the access should be granted, rejected, or reviewed. It also considers the stability of the rules, ensuring that they are not constantly changing, which could disrupt operations. For example, if a new employee consistently accesses certain files, the system might automatically create a rule that grants them access to those files. Similarly, if an employee is terminated, the system might automatically revoke their access to all systems.\n\n**Why Does This Matter?**\n\nThis technology has significant market impact and opportunities. It improves security by adapting to new threats and reducing the risk of unauthorized access. It also increases efficiency by automating the process of managing access privileges. This can lead to cost savings and improved operational performance. The competitive advantages of this technology include its dynamic nature, its ability to learn from its environment, and its focus on stability. These features make it a valuable asset for businesses of all sizes.\n\n**What's Next?**\n\nFuture applications of this technology might include integration with other security systems, such as threat intelligence platforms, to provide even more comprehensive protection. The market adoption timeline will depend on the willingness of organizations to embrace dynamic and adaptive security solutions. Investment implications include the potential for significant returns for companies that develop and deploy this technology.","technical_analysis":"The Systems and Methods for Generation and Selection of Access Rules patent presents a novel approach to access control by dynamically generating and selecting rules based on stability information. The technical architecture comprises several key components: an access request monitor, a training set generator, a rule generation engine, a performance evaluator, a stability analyzer, a rule selector, and an access control enforcer. The implementation details involve employing machine learning algorithms such as decision trees or neural networks to learn access patterns from the training set. Performance is evaluated using metrics like accuracy, precision, and recall. The system integrates with existing access control infrastructure using standard APIs and can be deployed on-premise or in the cloud. The algorithm specifics include the use of weighted scoring or multi-objective optimization to balance detection performance and stability. This approach allows for adaptive and efficient access control, continuously adjusting to evolving threat landscapes. Code-level implications involve careful selection of algorithms and data structures to optimize performance and scalability. The integration patterns require robust API design to ensure seamless interaction with existing systems. Overall, this technology offers a significant advancement in access control by providing a dynamic and adaptive solution that improves security and reduces administrative overhead.","business_analysis":"The Systems and Methods for Generation and Selection of Access Rules patent addresses a critical need in today's business environment: dynamic and adaptive resource security. The market opportunity is substantial, as organizations increasingly require solutions that can adapt to evolving threats and access patterns. The competitive advantages of this technology include its ability to dynamically generate and select access rules based on stability information, providing a more intelligent and efficient approach to access control. The revenue potential lies in offering this technology as a standalone product or as part of a broader security suite. Potential business models include licensing, subscription-based services, and managed security services. The strategic positioning of this technology is as a key enabler of adaptive security, allowing organizations to proactively protect their resources. ROI projections indicate significant cost savings due to reduced administrative overhead, improved security, and minimized operational disruptions. The patent allows businesses to build upon the existing technology and carve out a niche in the cybersecurity space.","faqs":null,"topics":["dynamic access control","access rule generation","resource security","stability information","adaptive security"],"tech_cluster":null},"seo":{"title":"Dynamic Access Control: Systems and Methods for Generation and Selection of Access Rules","description":"Discover the Systems and Methods for Generation and Selection of Access Rules patent, dynamically generating access rules for enhanced security and efficiency.","keywords":["dynamic access control","access rule generation","resource security","stability information","adaptive security","access management","patent","patent US-9853993"]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9853993","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9853993","citation_suggestion":"Patentable. \"Systems and methods for generation and selection of access rules\" (US-9853993). https://patentable.app/patents/US-9853993","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9853993","json":"https://patentable.app/api/llm-context/US-9853993","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T01:52:19.724Z"}