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Inigo.io
Inigo.io
Elevate your API experience with seamless GraphQL integration.
GraphQL continues to impress, and we are taking its functionality to new heights. Inigo provides a seamless integration platform that works with any GraphQL server, elevating your API experience by tackling issues related to security, compliance, analytics, and continuous delivery, which enables businesses to grow with confidence. Relying on DIY GraphQL solutions can introduce unnecessary security vulnerabilities and operational challenges. Inigo simplifies this process, offering user-friendly tools that conserve your valuable time and resources. Developing custom solutions can be both a lengthy and expensive endeavor. With our enhanced CI/CD integration tools, developers can focus on their core tasks without the distraction of additional complications. As companies scale their GraphQL implementations, they often face unique operational challenges. Our solutions effectively address these development and delivery issues, while a self-service workflow ensures that your projects proceed without interruptions. If you have concerns about DDoS attacks, data breaches, or managing access, you can now tackle all of your GraphQL security issues with confidence. Protect against the vulnerabilities that come with GraphQL parsers and resolvers, promoting a more secure and efficient API environment. Inigo equips you to navigate the complexities of GraphQL confidently, freeing you from the usual frustrations and allowing for a more streamlined development process. With these improvements, your API management can transform into a more reliable and effective experience.
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EthicalCheck
EthicalCheck
Enhance API security effortlessly with precise vulnerability reporting.
You have the option to send API test requests either through the user interface form or by invoking the EthicalCheck API using tools like cURL or Postman. To submit your request successfully, you'll need a publicly accessible OpenAPI Specification URL, a valid authentication token that lasts at least 10 minutes, an active license key, and your email address. The EthicalCheck engine autonomously conducts security tests tailored for your APIs based on the OWASP API Top 10 list, efficiently filtering out false positives from the results while generating a concise report that is easy for developers to understand, which is then delivered directly to your email inbox. According to Gartner, APIs are the most frequently targeted by attackers, with hackers and automated bots taking advantage of vulnerabilities, resulting in significant security incidents for many organizations. This system guarantees that you view only authentic vulnerabilities, as any false positives are systematically removed from the results. Additionally, you can create high-caliber penetration testing reports that are suitable for enterprise-level use, enabling you to share them confidently with developers, customers, partners, and compliance teams. Employing EthicalCheck can be compared to running a private bug-bounty program that significantly enhances your security posture. By choosing EthicalCheck, you are making a proactive commitment to protect your API infrastructure, ensuring peace of mind as you navigate the complexities of API security. This proactive approach not only mitigates risks but also fosters trust among stakeholders in your security practices.
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Akto
Akto
Rapid API security solution for seamless vulnerability assessment.
Akto is a rapid, open-source API security platform that enables users to set up in just one minute. Security teams utilize Akto to keep an ongoing inventory of APIs, assess them for vulnerabilities, and identify issues during runtime. The platform includes tests for all categories from the OWASP Top 10 and HackerOne Top 10, such as Broken Object Level Authorization (BOLA), authentication flaws, Server-Side Request Forgery (SSRF), Cross-Site Scripting (XSS), and various security configurations. With its robust testing engine, Akto conducts a range of business logic tests by analyzing traffic data to discern API usage patterns, effectively minimizing false positives. Additionally, Akto supports integration with a variety of traffic sources, including Burpsuite, AWS, Postman, GCP, and various gateways, enhancing its usability across different environments. This adaptability makes Akto a valuable tool for ensuring the security of APIs in diverse operational settings.
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Pynt
Pynt
Uncover API vulnerabilities before hackers do, effortlessly.
Pynt is a cutting-edge API Security Testing Platform that unveils authenticated API vulnerabilities through simulated attacks. We assist numerous organizations, such as Telefonica, Sage, and Halodoc, in consistently monitoring, classifying, and preemptively addressing inadequately secured APIs before malicious hackers can exploit them.
Leveraging a distinctive hacking methodology and an integrated shift-left approach, Pynt employs proprietary attack scenarios to identify genuine threats. In addition, it facilitates the discovery of APIs and provides recommendations for rectifying confirmed vulnerabilities.
With the trust of thousands of businesses, Pynt plays a crucial role in safeguarding their applications. Many companies incorporate Pynt into their application security strategies to ensure robust protection against potential threats. This reliance on Pynt underscores its importance in the ever-evolving landscape of API security.
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Utilihive
Greenbird Integration Technology
Streamline energy data integration with our powerful platform.
Utilihive is a cloud-native platform for big data integration, provided as a managed service in the Software as a Service (SaaS) model. Renowned as the leading Enterprise Integration Platform as a Service (iPaaS), Utilihive is tailored specifically for applications within the utility and energy sectors. The platform not only supplies the essential technical components such as connectivity, integration, data ingestion, and management of data lakes but also includes ready-to-use integration content like connectors, data flows, orchestrations, and a utility data model. Furthermore, it offers energy services along with monitoring and reporting dashboards, facilitating rapid deployment of data-centric services while streamlining operational processes for users. By leveraging these features, organizations can achieve greater efficiency and responsiveness in managing their energy and utility data needs.
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Reblaze
Reblaze
Comprehensive cloud-native security for websites and applications.
Reblaze offers a comprehensive, cloud-native security platform specifically designed for websites and web applications. This fully managed solution features versatile deployment options, which include cloud, multi-cloud, hybrid, and data center configurations, and can be set up in just a few minutes. It encompasses cutting-edge capabilities such as Bot Management, API Security, a next-generation Web Application Firewall (WAF), DDoS mitigation, sophisticated rate limiting, session profiling, and additional features. With unparalleled real-time traffic visibility and highly detailed policy controls, users gain complete oversight and management of their web traffic, ensuring enhanced security and operational efficiency.
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API Critique
Entersoft Information Systems
Revolutionize API security with comprehensive, proactive penetration testing.
Critiquing APIs is an effective approach for enhancing penetration testing.
We have developed the first-ever penetration testing tool that focuses exclusively on securing REST APIs, representing a major leap forward in this area. Given the increasing frequency of attacks targeting APIs, our tool integrates a comprehensive set of verification procedures based on OWASP standards along with our rich experience in penetration testing services, guaranteeing extensive coverage of potential vulnerabilities.
To assess the seriousness of the identified issues, we utilize the CVSS standard, widely acknowledged and adopted by many top organizations, which enables your development and operations teams to prioritize vulnerabilities efficiently.
Users can view the outcomes of their scans through various reporting formats such as PDF and HTML, which are suitable for both stakeholders and technical teams, while also providing XML and JSON options for automation tools, thereby streamlining the report generation process.
Moreover, our extensive Knowledge Base offers development and operations teams valuable insights into possible attack vectors, complete with countermeasures and steps for remediation that are crucial for reducing risks linked to APIs.
This comprehensive framework not only bolsters security but also empowers teams to take proactive measures in addressing vulnerabilities before they can be exploited, fostering a culture of continuous improvement in API security management. By implementing these strategies, organizations can significantly enhance their resilience against potential threats.
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Authress
Rhosys
Simplify security: Effortless authorization for your application.
Authress provides an efficient Authorization API tailored for your application, as managing authorization can become intricate very quickly. While it may appear straightforward at first glance, numerous underlying complexities can arise, making it an undertaking best not approached alone. Achieving effective authorization is a time-consuming task, with straightforward implementations averaging around 840 hours, and this duration increases significantly with the addition of more features to your application. Your application holds the potential to be your most significant security risk; without proper expertise, it can become vulnerable to malicious threats. Failing to implement robust authorization exposes you to the dangers of user data breaches, regulatory non-compliance, and substantial financial repercussions. Authress offers a secure authorization API, allowing you to avoid the pitfalls of developing your own authorization framework by simply leveraging our comprehensive solution. Designed by developers for developers, it features granular permissions that let you establish multiple levels of access organized by user role, allowing for precise control. Additionally, with seamless identity provider integrations, connecting to any ID provider is as simple as making an API call, ensuring smooth and secure user authentication. This way, you can focus on enhancing your application while leaving the complexities of authorization to us.
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Wallarm delivers automated, real-time defense for web applications, microservices, and APIs through its sophisticated WAF, API protection, automated incident management, and asset discovery features. This solution successfully shields digital assets from the OWASP Top 10 vulnerabilities, bot threats, and misuse of applications without the need for manual rule configurations, all while achieving an impressively low false positive rate. The platform is crafted for easy deployment across leading cloud services such as AWS, GCP, and Azure, as well as within hybrid cloud infrastructures. Furthermore, it is natively compatible with Kubernetes and service mesh frameworks, enhancing its adaptability in various environments. Wallarm also incorporates dynamic rules to mitigate account takeover (ATO) and credential stuffing risks, making it an ideal option for DevSecOps teams focused on secure cloud-native application development. Additionally, Wallarm’s API security features are designed to integrate smoothly with top API gateway solutions, facilitating straightforward installation regardless of a company's existing setup. Importantly, the extensive functionalities offered by Wallarm guarantee that security is integrated into the development process right from the outset, thereby reinforcing the overall integrity of applications.
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Spherical Defense
Spherical Defense
Effortless API protection with adaptive, real-time learning.
Spherical Defense offers a cutting-edge API security solution that utilizes advanced deep unsupervised learning methods to protect your APIs efficiently. The Express version of Spherical Defense is tailored for AWS deployment and can be set up in under a minute, initiating its defense mechanisms within a two-hour timeframe at a cost-effective rate of just $1 per hour. Once your Spherical instance is operational, it immediately begins to analyze API traffic and continues this process until it accumulates sufficient data for its initial model training. After processing roughly 16,000 requests, the system enters a training phase, refining its security model over a span of approximately six hours, followed by a thorough evaluation. As the system consistently receives incoming data, it remains agile, training additional models to adapt to evolving API traffic patterns. This continual process of training and adjustment ensures that the solution maintains robust protection, rendering it a versatile and proactive safeguard for your APIs. Ultimately, following the assessment of the trained security model, the system enhances its capability to combat future threats with greater efficacy. This adaptability not only fortifies security but also builds trust in the integrity of your API operations.
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Imperva API Security
Imperva
Automated API security: streamline protection, enhance innovation effortlessly.
Imperva API Security offers robust protection for your APIs by employing an automated positive security model that detects vulnerabilities in applications to prevent potential exploitation. Organizations typically manage a minimum of 300 APIs, and Imperva fortifies your security infrastructure by automatically generating a positive security model for each uploaded API swagger file. The fast-paced growth of APIs frequently outstrips the capacity of security teams to evaluate and authorize them prior to their launch. With Imperva’s API Security solution, your teams can adopt a proactive approach in DevOps through the power of automation. This technology provides your strategy with pre-configured security rules designed specifically for your APIs, ensuring that you meet the OWASP API standards while gaining enhanced visibility into all security incidents associated with each API endpoint. By effortlessly uploading the OpenAPI specification file from your DevOps team, Imperva can effectively produce a positive security model, facilitating more efficient security management. This functionality not only streamlines the process of securing APIs but also allows organizations to devote more resources to innovation, all while ensuring strong protective measures remain in place. Ultimately, Imperva’s solution empowers teams to navigate the complexities of API security with confidence.
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CloudGuard AppSec
Check Point Software Technologies
Automated, contextual AI security for resilient web applications.
Strengthen your application security and protect your APIs with AppSec powered by contextual AI. Safeguard your web applications from emerging threats with a fully automated, cloud-native security solution that eliminates the need for tedious manual rule adjustments and exception drafting whenever changes are made to your applications or APIs. As modern applications demand sophisticated security strategies, it’s essential to defend against vulnerabilities effectively. With CloudGuard, you can shield your web applications and APIs, minimize false positives, and counter automated attacks targeting your business. The platform employs contextual AI to precisely eliminate threats autonomously, adapting as your application landscape changes. It’s crucial to protect your web applications against the OWASP Top 10 vulnerabilities, and CloudGuard AppSec excels in this area. From setup through ongoing management, the system conducts thorough evaluations of every user, transaction, and URL to produce a risk score that effectively stops attacks while minimizing false alarms. Impressively, all CloudGuard clients report having fewer than five rule exceptions per deployment, underscoring the system's effectiveness. By choosing CloudGuard, you can be confident that your security measures will keep pace with your applications, providing not only robust protection but also a sense of security in an ever-evolving digital landscape. Furthermore, this seamless integration allows for continuous improvement, ensuring your defenses remain strong against new threats.
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aapi
aapi
Transforming identity management for seamless, secure user experiences.
Improve the identity management experiences across multiple applications to create a more fluid, secure, compliant, and effective user interaction. By implementing real-time actions automatically, users and teams can engage with data in subsequent applications effortlessly with just one click. This innovative technology provides detailed access to specific application functions, surpassing conventional PAM and CASB solutions to realize true zero trust. Identity provisioning and the detection of suspicious activities are overseen by AAPI, which automates responses related to identity, applications, and security measures. Additionally, AAPI effectively integrates the necessary real-time actions, enabling users and teams to interact with data in their chosen applications while being protected by your Identity Access Management (IAM) system. Access is granted exclusively to the features that users need within the applications, ensuring that all other functionalities remain secure and protected, all under the purview of your IAM. This refined methodology not only bolsters the efficiency of identity management processes but also significantly enhances overall security, leading to improved user trust and operational integrity. As a result, organizations can operate more confidently in an increasingly complex digital landscape.
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BoxyHQ
BoxyHQ
Empower your security with seamless integration and compliance tools.
Developers can enhance their security infrastructure with essential building blocks provided by BoxyHQ. This platform features a comprehensive set of APIs designed for enterprise compliance, security, and privacy, enabling engineering teams to accelerate their Time to Market while maintaining robust security measures. With minimal coding effort, teams can integrate a variety of critical functionalities, whether they choose a SaaS model or a self-hosted solution. The available features include Enterprise Single Sign-On (SAML/OIDC SSO), Directory Synchronization, detailed Audit Logs, and a Data Privacy Vault that adheres to PII, PCI, and PHI compliance standards. By leveraging these tools, organizations can effectively safeguard their data and streamline user authentication processes.
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open-appsec
open-appsec
Proactive security for web apps, seamlessly integrating with ease.
Open-appsec is an innovative open-source project that leverages machine learning to deliver proactive security measures for web applications and APIs, safeguarding against the OWASP Top 10 vulnerabilities as well as zero-day exploits.
This system can be seamlessly integrated as an add-on to Kubernetes Ingress, NGINX, Envoy, and various API Gateways.
The core engine of open-appsec observes typical user interactions with your web application, utilizing this behavior data to identify any requests that deviate from established norms, subsequently forwarding these anomalies for further scrutiny to determine their potential maliciousness.
To achieve this, open-appsec employs two distinct machine learning models:
1. A supervised model developed offline, drawing insights from millions of both malicious and harmless requests.
2. An unsupervised model that evolves in real time within the protected environment, focusing on the unique traffic patterns of that specific setting.
In addition to its robust detection capabilities, open-appsec streamlines maintenance by eliminating the need for frequent threat signature updates and exception management, which are often prerequisites in many conventional WAF solutions.
Overall, open-appsec not only enhances security but also reduces the complexity typically associated with managing web application firewalls.
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Proxed.AI
Proxed.AI
Secure your AI APIs effortlessly and swiftly today!
Proxed.AI provides an exceptionally rapid method for securing AI APIs within iOS applications. The incorporation of AI into iOS apps brings forth considerable security challenges, especially regarding the protection of API keys from unauthorized access and usage. If these keys are compromised, it can lead to severe financial repercussions, data breaches, and improper use of services. Proxed.AI tackles this issue in just seconds. Unlike traditional security measures that require a software development kit (SDK) or backend support, Proxed.AI allows you to secure AI API keys with ease through a simple modification of URLs and keys, thus removing the necessity for any additional code setup, infrastructure, or continuous maintenance. This groundbreaking approach simplifies the security process, making it user-friendly for developers with diverse technical skill levels. As a result, Proxed.AI not only enhances security but also empowers developers to implement protective measures swiftly and efficiently.
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NetScaler
Cloud Software Group
Seamless application delivery and security for every environment.
Managing application delivery at scale presents various challenges, yet NetScaler streamlines this task effectively. Whether your operations are entirely on-premises, completely cloud-based, or situated in a hybrid model, NetScaler ensures seamless functionality across all environments. Built on a unified code base, its architecture guarantees that performance remains consistent, whether utilizing hardware, virtual machines, bare metal, or containers.
Regardless of whether your user base includes hundreds of millions of customers or just hundreds of thousands of employees, NetScaler promises dependable and secure application delivery.
Recognized as the leading application delivery and security solution among the world's largest enterprises, NetScaler is relied upon by thousands of organizations, with over 90 percent of the Fortune 500 counting on it to provide high-performance application services, strong application and API security, and exhaustive visibility into all operations. This extensive reliance highlights NetScaler's crucial importance in the contemporary digital landscape, emphasizing its role in not just meeting but exceeding user expectations.
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Orca Security
Orca Security
Empower your cloud security with innovative, agentless solutions.
Orca Security has established itself as a leader in agentless cloud security, earning the trust of numerous enterprises worldwide. By utilizing its innovative SideScanning™ technology and Unified Data Model, Orca enables businesses to securely transition and expand their operations in the cloud. Through the Orca Cloud Security Platform, organizations benefit from unparalleled risk coverage and visibility across major platforms including AWS, Azure, Google Cloud, and Kubernetes, ensuring a robust security posture. This comprehensive approach allows enterprises to effectively manage their cloud environments with confidence.
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RestCase
RestCase
Empowering secure, efficient API design for innovative development.
API Design and Development involves launching your APIs with a strong emphasis on both Design-first and Security-first approaches through RestCase. The Design-first approach is established in the early stages of API development, resulting in an API specification that is easily understood by both humans and machines alike. It is imperative to prioritize security from the beginning, which is why RestCase evaluates the API specifications to uncover any potential security weaknesses or vulnerabilities. When focusing on Design-first Development, you can create APIs using a powerful and intuitive visual designer that is tailored for speed and efficiency, while maintaining design uniformity. Furthermore, utilizing collaboration tools can simplify the shift towards design-first and spec-first development methods, fostering better internal API adoption and promoting the flow of ideas and resolution of issues during the design process. Embracing the design-first paradigm allows you to benefit from quicker feedback cycles, meaningful insights, and minimized wasted efforts. The Security-first Development principle underscores the necessity of integrating security protocols throughout the API creation workflow to protect against possible threats. By incorporating these strategies, you not only enhance the quality and reliability of your APIs but also create a more secure and efficient development environment. Overall, this dual approach fosters innovation and resilience in API development.
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Data Theorem
Data Theorem
Empower your security strategy with automated vulnerability management solutions.
Evaluate your applications, APIs, and any concealed resources within your vast multi-cloud environment. Craft specific policies tailored to different asset types, employ automated security testing tools, and assess vulnerabilities within your systems. It's crucial to tackle security risks before deploying into production, ensuring that both applications and cloud data comply with necessary regulations. Introduce automated remediation strategies for identified vulnerabilities, including options to revert changes to mitigate the risk of data breaches. Effective security measures detect problems quickly, while superior security solutions are capable of completely eliminating them. Data Theorem is committed to developing exceptional products that simplify the intricate challenges of modern application security. Central to Data Theorem’s offerings is the Analyzer Engine, which enables users to continuously test and exploit application vulnerabilities using both this engine and proprietary testing tools. Additionally, Data Theorem has developed the premier open-source SDK, TrustKit, which is widely adopted by a multitude of developers. As our technological ecosystem grows, we empower our clients to effortlessly protect their entire Application Security (AppSec) framework. By focusing on innovative strategies, we aspire to remain at the cutting edge of security technology, ensuring that our clients can navigate the evolving landscape of cybersecurity challenges. This commitment to proactive security measures underscores our mission to safeguard digital assets effectively.
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APImetrics
APImetrics
Real-time API monitoring: ensure security, performance, and compliance.
Developers, consumers, providers, and regulators can access independent API monitoring that operates in real time, ensuring that they are aware of any potential issues. Many existing tools fail to detect up to 70% of API-related problems, which could lead to significant disruptions. The system allows for genuine, external calls from anywhere globally, providing ongoing assurance regarding API security. Users can easily assess service performance and receive immediate alerts along with detailed reports when issues arise. This capability facilitates the swift resolution of disputes with third-party services. Furthermore, it enables organizations to quickly demonstrate compliance to regulatory bodies and satisfy their requirements. The metrics and analyses generated are not only relevant but also easy to interpret, supporting actionable service level agreements. All types of REST and SOAP APIs can be monitored through tailored API monitoring solutions, with support for cross-cloud integrations. The platform adheres to API security standards, including JSON signing, and ensures full compliance with necessary security regulations. Additionally, integration is available through webhooks with popular DevOps and CI/CD tools, providing comprehensive coverage and peace of mind for users in managing their APIs effectively. Ultimately, this solution aims to enhance operational efficiency and maintain high standards of service reliability.
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Cortex Cloud
Palo Alto Networks
Revolutionize cloud security with proactive, AI-driven protection.
Cortex Cloud, created by Palo Alto Networks, is a cutting-edge platform designed to deliver immediate security for cloud infrastructures throughout the entire software delivery process. By merging Cloud Detection and Response (CDR) with an advanced Cloud Native Application Protection Platform (CNAPP), Cortex Cloud offers extensive visibility and proactive protection for code, cloud environments, and Security Operations Center (SOC) configurations. This platform enables teams to quickly thwart and resolve threats with the help of AI-driven risk prioritization, runtime defense techniques, and automated remediation strategies. Furthermore, Cortex Cloud's seamless integration across various cloud environments ensures adaptable and robust protection for modern cloud-native applications, all while keeping pace with the ever-changing landscape of security threats. Organizations can thus rely on Cortex Cloud to not only enhance their security posture but also to streamline their operations in a rapidly evolving digital world.
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PingDataGovernance
Ping Identity
Streamline access control with dynamic, user-friendly governance solutions.
The swift increase in digital transactions and data has resulted in a scenario where authorization logic is scattered across various parts of organizations. This disorganization can complicate the processes of updating, auditing, and managing such logic, often rendering it a tedious task. PingDataGovernance provides a solution to this challenge by delivering a unified system for authorization policies that can evaluate a range of factors, such as identity attributes, entitlements, and contextual details, to streamline the authorization of critical actions and access to important data. With this system, organizations can act quickly without sacrificing security or compliance with relevant regulations. Featuring a user-friendly drag-and-drop interface, it allows individuals to adjust policies in mere minutes. Moreover, organizations have the autonomy to choose which teams are permitted to manage these policies, enabling customized governance. Unlike traditional role-based access control (RBAC), dynamic authorization utilizes significant contextual data attributes to assess access requests in real-time, ensuring centralized policy enforcement that adheres to regulatory requirements. This forward-thinking method not only simplifies access control management but also boosts the overall agility of organizations in a fast-evolving digital environment, paving the way for more innovative workflows. As a result, businesses can better adapt to new challenges while maintaining the integrity of their security frameworks.
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Apiiro
Apiiro
"Transform risk management with intelligent, automated security solutions."
Achieve total visibility of risks at every development phase, ranging from design to coding and cloud deployment. Presenting the revolutionary Code Risk Platform™, which provides an all-encompassing 360° perspective on security and compliance challenges across multiple sectors, such as applications, infrastructure, developer skills, and business impacts. Making informed, data-driven decisions can significantly improve the quality of your decision-making process. Access vital insights into your vulnerabilities related to security and compliance through a dynamic inventory that monitors the behavior of application and infrastructure code, assesses developer knowledge, and considers third-party security notifications along with their potential business implications. Although security experts are frequently overwhelmed and cannot thoroughly examine every change or investigate every alert, efficiently leveraging their expertise allows for an examination of the context involving developers, code, and cloud environments to identify critical risky modifications while automatically generating a prioritized action plan. Conducting manual risk assessments and compliance checks can be tedious, often lacking precision and failing to align with the current codebase. Given that design is inherently part of the code, it’s crucial to enhance processes by implementing intelligent and automated workflows that acknowledge this reality. This strategy not only simplifies operations but also significantly fortifies the overall security framework, leading to more resilient systems. By adopting this comprehensive approach, organizations can ensure a proactive stance against emerging threats and maintain a robust security posture throughout their development lifecycle.
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Imvision
Imvision
Empower your API security with advanced anomaly detection solutions.
Organizations adopt comprehensive strategies to protect their APIs throughout all phases of their lifecycle, ensuring their security no matter where they are deployed. Attaining a thorough level of visibility is vital, as it provides insights into the essential business logic that governs these APIs. By performing in-depth analyses of complete API payload data, companies can pinpoint endpoints, observe usage patterns, understand anticipated workflows, and detect any risks of sensitive data exposure. Imvision amplifies this effort by identifying concealed vulnerabilities that exceed standard protocols, effectively preventing functional attacks and encouraging proactive defense against emerging threats. Furthermore, the integration of Natural Language Processing (NLP) guarantees high precision in detection across extensive datasets, simultaneously offering transparent insights into the results. This innovative technology is particularly skilled at identifying 'Meaningful Anomalies' by treating API data as a language, thus uncovering the functionalities of APIs through AI that models complex data relationships. It is also proficient at detecting behavioral trends that may seek to disrupt API logic on a large scale, enabling organizations to recognize anomalies more quickly and in greater alignment with their strategic goals. Ultimately, harnessing these cutting-edge techniques empowers enterprises to remain proactive against potential intruders while effectively protecting their essential API frameworks, leading to improved resilience in a rapidly evolving digital landscape.