Name: Navigating AI/ML Security: The Essentials for 2025
Start: 2025-03-13T10:00:00Z
End: 2025-03-13T10:00:45.000Z
Location: BrightTALK
Rating: 4.5

Black Duck is now defining the next frontier of application security. With the avalanche of AI-generated code plus expanding regulatory pressure, you need solutions that can scale, adapt, and keep pace with the demands of your business.

Black Duck meets the demands of modern software development with True Scale Application Security. In the cloud or on-prem, 100,000 lines of code or 100 million. For safety-critical systems with stringent compliance requirements or modern web apps deploying 100 times per day. Our flexible, scalable, high-precision solutions enable you to code with confidence.

Securing your software supply chain requires that you analyze dependencies for risk, harden your development pipeline, and secure the artifacts that you deploy or ship to customers. Are you prepared for the four common attack vectors that bad actors exploit?  

In this webinar, we’ll look at different types of software supply chain attacks and discuss:    

• The riskiest points of your software development lifecycle 
• Real-world examples of how attackers take advantage of upstream dependencies and build automation 
• Crucial tools and processes to help you avoid falling victim to supply chain attacks

Don’t Take the Bait: Four Software Supply Chain Attacks

The regulatory landscape is evolving constantly. Legal frameworks like the Cyber Resilience Act (CRA) and the Digital Operational Resilience Act (DORA) are redefining compliance requirements and posing significant challenges for AppSec, DevSecOps, and compliance teams. 
Do you have effective strategies in place to scale AppSec programs and maintain compliance?
Join our experts, as they explore the importance of
• Understanding regulatory impact without using AI
• Scaling AppSec programs and effectively meeting regulatory demands
• Determining who is empowered define organizational requirements
• Avoiding rework and maintain compliance

Are you willing to risk CRA Compliance to Self-Assessments?

Join us for an exclusive insider session! We’ll explore the latest trends and challenges in embedded software development. “The State of Embedded Software Quality and Safety” report uncovers key issues in the industry. It highlights the fast rise of AI, potential new risks to software quality, and a shift in what’s driving Software Bill of Materials (SBOMs) requirements.

Here's what you can expect to learn
• How “shadow AI” introduces new risks to governance, security, and IP
• The evolving skillset required for modern embedded developers
• The rising demand for SBOMs as a commercial requirement
• Strategies for balancing speed and quality in software development
• How leading organizations are managing the risks associated with AI and open source software

Get key insights into embedded software development. You'll learn to handle quality, safety, and security in an AI-driven world.

The Rise of AI and New Risks to Embedded Software Development

Join two of our cybersecurity experts for a lightning round that cuts through the hype and addresses the immediate challenges of AI in software development. We'll explore the paradigm shift that is reshaping creativity and problem-solving in development, the new frontier of AI-influenced software risk, and discuss ways in which AI coding assistants and open source AI models form the next evolution of the software supply chain crisis.
 
This session charts a course from high-level business concerns directly to the developer experience, examining:
- The business and contractual liabilities that arise when AI-generated code enters your products.
- New, instinct-driven "vibe programming" and the debate over whether this emerging methodology is a sustainable path to innovation or a source of unpredictable risk.
- How AI coding assistance alters hiring strategies and the critical role of code review by security-capable developers in an AI-driven workflow.
- Emerging attack vectors tied to the growing use of open-source AI models.
- Viable paths forward to harness the power of AI, manage its inherent risks, and minimize organizational disruption by establishing resilient and scalable safety nets within your pipeline.

AI-Assisted Disruption: How Change Impacts Dev and Sec as Organizations Pivot to AI

Join us for a webinar discussing the challenges organizations face in transitioning to PCI-DSS 4.0 and implementing new security measures. We will explore the updates to the security framework and the critical need to secure APIs to protect sensitive payment information. Don't miss this opportunity to learn about the latest in PCI-DSS 4.0 and how to effectively adapt to these new standards.

PCI-DSS 4.0 Explained

Do you know how to navigate the risks of AI-powered development? How can you establish secure DevSecOps initiatives?  
  
This presentation will highlight key aspects of the latest AI-trends and the risk implications for business operations. Get crucial insights from a roundtable discussion with industry leaders from NTT DATA Italy and AppSec Application Security Services. Key takeaways include
 
- Understanding the potential security risks of AI-powered development 
- Strategies for establishing consistent and scalable DevSecOps initiatives in AI-powered development 
- Empowering developers to create secure software

Navigating the Risks of AI-Powered Development for Secure Software

AI coding assistants are transforming business, with adoption driven both by developers seeking help and by executives seeking savings. But this evolution should not come at the cost of enterprise security or valuable intellectual property. This session explores the most urgent challenges created by AI-enabled development, contrasted by the most effective methods to mitigate them without breaking DevOps pipelines.  

Whether you are advocating for change or evaluating your options, join us as we discuss:  

- Practical solutions for rapid, automated security testing integrated within CI/CD pipelines 
- AI-powered security tools that help developers to embrace AI and security teams to accelerate at the pace of AI 
- Mechanisms to protect valuable intellectual property as AI code generators leverage licensed source material 
- Emerging attack vectors baked into open source AI models and how to address them

Embrace AI coding assistants while efficiently managing risk

The EU created the Digital Operational Resilience Act (DORA) to help the financial sector withstand, respond to, and recover from Information and Communication Technology (ICT) disruptions.  But what does that mean from a security testing perspective?
 
Join this webinar to get practical and tactical advice on how to address testing requirements. We’ll cover:
 
• An in-depth look at DORA with a focus on articles 25 and 26 (testing)
• It’s impact on the financial sector and vendors that support them
• Best security testing practices to satisfy DORA requirements

DORA and Software Security

Forcing AppSec tests into developer pipelines, without aligning them to their preferred tools, can lead to inefficiencies and security oversights. Security teams need full risk visibility and developers need to meet shipping deadlines. While developers should not take full responsibility for security testing, they must be able to initiate, support, and benefit from it without changing their existing workflows. 

The most effective and efficient way to accomplish this is with out-of-the-box integrations and security testing templates that work natively with leading DevOps platforms like GitHub, GitLab, and Azure DevOps (ADO) to automate critical AppSec tests and quickly close feedback loops with developers. Join Black Duck as we discuss: 

Using DevOps platforms’ automation templates to embed AppSec into CI pipelines 

- Making security scans and fix pull requests an automatic part of dev workflows 
- Reducing risk and issue backlogs with developer security training and clear fix guidance 
- Accelerating AppSec using AI-enabled DevOps and security tools 

Start making life easier for developers and AppSec teams with integrated security testing for GitHub, GitLab, ADO, and more.

Developer-First Security: How to Automate Security Tests with GitHub, GitLab, and more

Securing software takes teamwork—a unified approach from development through testing and into production. But each team has a distinct set of requirements and workflows that need to align to realize a concerted push for security. And while developers influence risk posture, they are often not trained in or focused on software security practices.

How can you make the effort that developers and DevOps teams are already putting in more valuable to the business? What's the best way to cultivate highly security-conscious developers so your software becomes more secure over time? Is there a way to derive tangible benefits for the business, the team, and the individual?

Join us as we break down a five-step process with real-world applicability. Topics include

• The critical distinction between developers' security awareness and their security capability
• Mechanisms to automate risk detection and accelerate remediation across the pipeline, including at the developer desktop
• How to establish security gates in DevOps pipelines in a way that doesn't derail development or lead to missed shipping deadlines
• How to create a DevSecOps initiative that can evolve with the business and enable developers to sustain security requirements as part of their day-to-day
• Ways to maximize security's value to the business and its customers

5 Steps to Achieving Developer-First Security

There are three regulations that every software development team should be aware of: NIST Secure Software Development Framework (SSDF), the EU Cyber Resilience Act (CRA), and the FDA Cybersecurity Requirements for Medical Devices. What’s your regulation IQ? 

Join this webinar to learn how to navigate these regulations to secure your software supply chain. We’ll cover:  

- Key requirements, commonalities, and differences across the three regulations  
- The importance of an SBOM in dependency tracking and risk management 
- Best practices for complying with these cybersecurity standards  

Register now.

Software Supply Chain Security: Navigating NIST, CRA, and FDA Regulations

As with all things tech, software development has been in a constant state of evolution since its infancy. Generative AI, however, has the potential to disrupt software development as we know it.
There are significant benefits offered by generative AI, but there are risks as well, including security risks. In its brief history, AI has generated buggy code, taken code from open source repositories without licensing considerations, and generated incorrect code.
In this webinar, you will learn
• What AI is and how it is used in the SDLC
• The ways AI is changing how software is being built
• The risks, drawbacks, and concerns of using AI
• How to benefit from AI while managing risks

How Generative AI is Changing the SDLC

As open source software continues to reshape the technology landscape, legal and compliance challenges have evolved at an unprecedented pace. This comprehensive annual review examines the most significant legal developments in open source during 2025, providing critical insights for legal counsel, compliance officers, and M&A professionals navigating the increasingly complex intersection of open source licensing, intellectual property, and corporate risk.

What You'll Learn:

• Litigation Landscape: Key developments in the Vizio lawsuit and other potential precedent-setting cases.
• AI and Open Source Convergence: Legal implications of AI-powered models from DeepSeek, Hugging Face, and OpenAI's open-weight releases, plus updates on AI-generated code contributions and the GitHub Copilot litigation.
• Strategic License Changes: High-profile transitions including Redis and Bitwani, and the emerging trend of time-delayed license changes.
• Ecosystem Governance: Leadership changes at the Open Source Initiative, plus updates regarding OpenChain, the Linux Foundation, and OpenStack.
• Emerging Risk Areas: Font licensing complexities and the Shai-Hulud npm malware attack's implications for supply chain security and compliance.
 
Join us for this essential annual briefing to stay ahead of the legal trends shaping open source in 2026 and beyond.

The 2025 Open Source Year in Review

In September 2025, the Shai-Hulud worm compromised over 500 npm packages, exploiting phishing and self-replicating malware to steal credentials and disrupt software supply chains. This brief webinar explores the attack’s mechanics, from phishing maintainer credentials to spreading malicious updates, and its devastating impact, including cloud breaches and ransomware risks. Learn how Black Duck’s Software Composition Analysis (SCA) tool rapidly detects and remediates vulnerabilities like Shai-Hulud, empowering teams to secure their open-source dependencies in minutes. Join us for a concise overview and live demo showcasing actionable defense strategies for developers and security professionals.

Unmasking Shai-Hulud: Defending Against the Latest npm Supply Chain Attack

See how our native GitHub App makes it easy to bring Black Duck’s security tools right into your development workflow. With automated scanning, easy onboarding, and flexible scan triggers, you can manage security without ever leaving GitHub. This integration helps teams work faster, stay secure, and improve the developer experience—whether you're handling one project or many.
 
Join this exclusive session to learn:
- Deliver security findings directly as pull request comments
- Generate automatic fix PRs when vulnerabilities are detected
- Seamlessly integrate with the GitHub Advanced Security dashboard
- Enable custom policy controls for pull request checks

Black Duck for GitHub: Seamless Security Integration

Software is the backbone of many businesses today. Even though secure and reliable code is important, it's harder than ever to follow coding rules because apps are complex, open source is common, and security threats keep changing.

In this webinar, we’ll discuss:  
• How policy-driven scans help ensure your software meets compliance 
• Testing your software early in the SDLC when issues are easiest to resolve 
• Tracking and prioritizing the defects that are most critical to your software 
• Generating custom reports that prove compliance to your leadership team  

Ensure your software complies with the coding standards that are most important to your business. Register today.

Proving Code Compliance to Leadership

In February 2024, the NIST Cybersecurity Framework (CSF) 2.0 update was released, featuring the latest advancements. This update brings a host of transformative changes, expanding the framework's scope. It also provides stronger governance and supply chain risk management. There are also refining metrics for assessing cybersecurity effectiveness. 

Join this webinar to learn about
• The long-anticipated CSF 2.0 update
• The implications of the changes in the 2.0 update 
• Leveraging these changes to improve current cybersecurity programs

Embracing the Future of Cybersecurity with NIST CSF 2.0

The tech M&A landscape is rapidly evolving with the pervasive integration of AI into target company applications. As machine learning, Generative AI, and other intelligent technologies become central to innovation, traditional software due diligence is no longer enough. This session addresses the critical new dimensions of risk and opportunity that AI introduces to acquisitions.

Join us for a practical framework designed to equip M&A principals and legal counsel with the tools to thoroughly assess AI-driven targets. We’ll dive into the essential areas you must explore, from evaluating model provenance and performance to navigating complex data governance and ethical considerations.

Key takeaways will include how-to effectively assess:

• AI Footprint: Understanding the strategic implementation and problem-solving capabilities of AI.
• Security Risks: Comprehensive data protection, access control, and penetration testing for AI systems.
• Legal & IP Risks: Clarifying model and training data ownership, alongside API terms.
• Quality & Reliability Risks: Ensuring performance, effective retraining, and model explainability.
• Regulatory & Compliance Risks: Navigating emerging regulations like the EU AI Act and critical data privacy concerns.

M&A's New Frontier: Assessing AI Software Risk in Your Next Deal

The world of application security can be overwhelming for newcomers. The technical jargon, complex solutions, and confusing methodologies make it hard to navigate. It’s essential to understand threat modeling and threat and risk analysis, but that can be difficult without the right guidance.

Here’s the good news: threat modeling at its core is intuitive and adaptable. With the right approach, it can be a powerful tool that helps you understand risks and make informed security decisions while aligning with your organization's unique needs.

In this webinar, we’ll break down the complexity of threat modeling. We'll address common questions and show why it’s a central part of application security. Participants will leave with a clear understanding of
• What threat modeling is and why it matters
• How to tailor threat modeling to fit your organization and industry
• Where to find resources for further learning and practical implementation

Threat Modeling: Charting Your Security Journey

Open source software is at the heart of modern development, but it comes with its own set of challenges. The number of discovered vulnerabilities continues to rise year after year. Staying ahead in this evolving landscape requires not only vigilance but also access to accurate vulnerability data. 
Join us for an exclusive webinar with the Black Duck Vulnerability Research team, where you'll gain insights into their cutting-edge approach to identifying and addressing vulnerabilities in open source software. Discover how their innovative methods empower organizations to detect and remediate vulnerabilities quickly and effectively. 
In this session, you'll learn: 
- How the Black Duck Vulnerability Research team operates and innovates to deliver unparalleled vulnerability insights. 
- Why the quality and accuracy of vulnerability reports are critical to security success. 
- The latest trends and insights shaping the open source vulnerability landscape.

Black Duck Vulnerability Research

The Common Vulnerabilities and Exposures (CVE) system allows interested parties to track all the relevant information about a specific vulnerability. It helps avoid duplication and allows software vendors and users alike to ensure that they are referring to the same vulnerability in their efforts to protect systems against attack. 

In this 15 minute session, you’ll gain
• An understanding of what the CVE system is
• Knowledge of the stakeholders involved 
• Insight into the elements of a CVE ID
• A walkthrough of the CVE Record Lifecycle

CVE Explained

Kubernetes is known for its ability to scale quickly, but does its security and management keep up with that growth? As your Kubernetes setup expands, it becomes harder to spot and fix potential problems.

Join our experts as they share modern ways to manage Kubernetes clusters and explain how to find misconfigurations and reduce risks.

In this discussion, you'll learn:
- A new way to look at and manage your Kubernetes clusters.
- How to spot dangerous misconfigurations and improve your cluster's security.

Don't miss out on learning how to secure your Kubernetes setup as it grows.

Securing Kubernetes Clusters: Managing Security and Risk

Containerized applications and microservices simplify scaling and deployment. Yet, they also create new opportunities for attackers to exploit. Misconfigurations in these environments can allow attackers to hide, move, and launch advanced attacks.
 
Join us for a deep dive into common container misconfigurations. We'll dive into Black Duck’s extensive experience in container penetration testing.
 
What you’ll learn:
    •    Common misconfigurations found in containerized environments.
    •    How attackers exploit these vulnerabilities to compromise systems.
    •    Strategies to reduce risks and enhance container security.

Understanding Container Security: Common Misconfigurations

APIs have become central to the daily operations of most businesses. Their rapid proliferation has exposed significant vulnerabilities that need immediate attention. This presentation provides an in-depth assessment of the current state of API security. We discuss the growth of API-related incidents and provide a framework for improving API security within organizations.

Join this webinar to learn about
• API security challenges due to the increase in API usage, and the resulting vulnerabilities
• Proactive security integrations for incorporating security measures throughout the entire API development life cycle
• A framework for enhancing API security to protect against emerging threats

Elevating API Security

Generative AI continues to reshape industries, but with its rapid adoption comes an equally fast-evolving set of security challenges. Infosec teams and organizational leaders are under increasing pressure to address these risks effectively.
 
Join us for a forward-looking session that draws on Black Duck’s extensive experience with clients and partners to provide valuable insights into managing AI/ML security in the coming year. This webinar will explore the shift from hype to practical implementation of generative AI, the sophisticated threat landscape targeting AI/ML systems, and key updates to the OWASP LLM Top 10 for 2025.
 
In this high-level discussion, you’ll gain:
- Lessons learned from real-world engagements with AI/ML security in 2024.
- Insights into the evolving threat landscape and its implications for AI/ML systems.
- A deeper understanding of critical changes in the OWASP LLM Top 10 for 2025.

Navigating AI/ML Security: The Essentials for 2025

Elevating API Security: A Structured Approach

The Common Vulnerabilities and Exposures (CVE) system allows interested parties to track all the relevant information about a specific vulnerability. It helps avoid duplication and allows software vendors and users alike to ensure that they are referring to the same vulnerability in their efforts to protect systems against attack. 

In this 15 minute session, you’ll gain
• An understanding of what the CVE system is
• Knowledge of the stakeholders involved 
• Insight into the elements of a CVE ID
• A walkthrough of the CVE Record Lifecycle

As of October 1, 2024 the Synopsys Software Integrity Group is now Black Duck®

In February 2024, the NIST Cybersecurity Framework (CSF) 2.0 update was released, featuring the latest advancements. This update brings a host of transformative changes, expanding the framework's scope. It also provides stronger governance and supply chain risk management. There are also refining metrics for assessing cybersecurity effectiveness.

Join this webinar to learn about
• The long-anticipated CSF 2.0 update
• The implications of the changes in the 2.0 update
• Leveraging these changes to improve current cybersecurity programs

PCI-DSS 4.0 Explained: Enhancements, Challenges, and APIs

With the cost of cyberattacks predicted to cost $10.5 trillion by 2025, the European Commission is looking to transform the cybersecurity landscape through the Cyber Resilience Act. The goal of the CRA is to “bolster cybersecurity rules to ensure more secure hardware and software products.” But what does that mean for those of us already involved in AppSec?

Join our experts as they discuss how AppSec professionals may be impacted by CRA as it exists today. Specifically, we’ll explore: 
- Which products may be subject to the CRA based on the definition of “digital elements”
- What impacts this could have on software supply chain moving forward
- How you can assess your AppSec programs to see where you stand with CRA as defined today

The CRA is currently a draft, as such opinions and insights from presenters are subject to change.

What the EU Cyber Resilience Act Means for AppSec

We all can plainly see that AI is the “next big thing.”  Whether your organization is bringing up its skill baseline, integrating LLM chatbots with existing applications, leveraging models to augment existing applications, pulling models off HuggingFace and fine tuning them, or training your own models from scratch, this talk will provide you with a baseline to answer the deceptively basic question: how do I secure it?
 
Join this webinar to learn
-              The basics of GenAI 
-              Unique risks with AI integration 
-              Strategies for securely implementing AI
-              Lessons from “the field”

How Do You Secure Hype: Baselining Your Org’s Generative AI Security

Log4Shell, SolarWinds, CodeCov, and the npm package repository are all associated with some type of software supply chain risk or incident, but each represents completely different attack vectors. As we depend more on build and release automation and third- party dependencies, we need to better understand how threat actors exploit them to attack the consumers of software.  In this session, you’ll learn
• The riskiest points of your software development life cycle
• The four most common supply chain attacks, with real-world examples
• How to create a firewall around the software supply chain to protect your software and your customers

Four Types of Supply Chain Attacks Development Teams Should Worry About

Learn about OWASP as an organization and its key projects, and dive into the evolution and process of building the OWASP Top 10 list. Learn whether this list should be considered a one-size-fits-all standard for application security and how to use it for your application security activities. We will also discuss if there are any other alternatives.

The key takeaways from this talk include

· What OWASP and the OWASP Top 10 list are
· How the OWASP Top 10 list is defined and monitored
· How to use  the OWASP Top 10 list for your application security activities

OWASP Top 10 | Understanding IT and Using IT

DevSecOps and cloud services are driving container adoption in software. As container architectures get complex, they're increasingly exploited. This talk aims to clarify containerization and infrastructure-as-code (IaC) for beginners. We'll cover container technologies, key terms, their value, popularity, challenges, and security issues. We'll discuss common threats, vulnerabilities, attack vectors, and provide real-world attack examples. We'll reference standards and resources like OWASP Docker Top 10, Container Security Verification Standard, NIST Application Container Security guide, and CIS Benchmarks. Finally, we'll provide guidelines and best practices for securing containers.

Finding Your Way in Container Security

Python is a fast, platform-agnostic, and easy-to-learn programming language that is suited for beginners and experienced developers alike. Ever since its first release in 1991, Python has had a constant presence in the computer world and has become a go-to language thanks to its easy-to-understand code and versatility. Today, Python can boast a wide array of libraries and frameworks, and they are the cornerstone of fast and easy Python programming—the so-called Pythonic way of development.
 
But like all programming languages, Python is not immune to security threats. Secure coding best practices must be adopted to avoid risks from attackers. In this webinar, we’ll explore Python security best practices that should employed when building secure application.

Python 101

Companies adopt many application security testing (AST) tools to pinpoint where critical fixes are needed and avoid costly postproduction software issues. Yet despite a lot of AppSec investment, they still fail to get an accurate view of risk, and struggle integrate testing, triage, and remediation within developer workflows. This has driven the evolution of application security posture management (ASPM). 

In this session, we’ll dive into 
- The difference between application security orchestration and correlation (ASOC) and ASPM
- The capabilities that a comprehensive ASPM solution should have
- How ASPM can help your development and security teams mitigate software risk at scale

What is Application Security Posture Management (ASPM)?

Innovate or perish is the only choice available to tech companies. Innovation ensures a constant state of change—new programming languages, systems, and platforms are introduced often. This constant state of evolution poses new challenges to security. 

A penetration (pen) test is a simulated attack on your apps and infrastructure to find exploitable flaws and vulnerabilities. Along with tech and software, pen testing has evolved over the past decade with the introduction of mobile, cloud, big data, IoT, microservices, and more. In this webinar, we will cover 

- The new vulnerabilities associated with emerging technologies 
- Associated secure coding best practices for developers  
- On-premises / cloud network and infrastructure security principles 
- Remediation and application of appropriate security controls 
- Secure software and environment design

The Evolution of Pen Testing

Vulnerabilities pose a vast threat to the security of software, systems, and users, and the number of vulnerabilities discovered is increasing year-on-year. Understanding the life cycle of vulnerabilities can help you track, manage, and mitigate these threats effectively. 
 
In this session, you'll gain
• Knowledge of the life cycle of a vulnerability, including examples
• An understanding of why managing vulnerabilities at each stage is crucial
• Awareness of how vulnerabilities are handled in the public and private domains
• Insight into the methods used to manage and fix vulnerabilities

Life Cycle of a Vulnerability

AppSec 101

AIOps

Machine Learning

Artificial Intelligence

Vulnerabilities

Vulnerability Intelligence

Vulnerability Management

Information Security

Risk Framework

Intellectual property law is crucial to ensuring that you or your organization have exclusive rights to that assets that you’ve created. The BrightTALK intellectual property community has thousands of professionals focused on learning and exchanging information about intellectual property management, intellectual property software and how to protect intellectual property. Join the community for access to free, interactive presentations or attend live webinars to have your questions answered by IP lawyers and industry experts.

Intellectual Property

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The IT security community on BrightTALK is composed of more than 200,000 IT security professionals trading relevant information on software assurance, network security and mobile security. Join the conversation by watching on-demand and live information security webinars and asking questions of experts and industry leaders.

IT Security

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IT Governance, Risk and Compliance

The application development community features top thought leadership focusing on optimal practices in software development, SDLC methodology, mobile app development and application development platforms and tools. Join top software engineers and coders as they cover emerging trends in everything from enterprise app development to developing for mobile platforms such as Android and iOS.

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Enterprise Applications

Join thousands of engaged IT professionals in the application management community on BrightTALK. Interact with your peers in relevant webinars and videos on the latest trends and best practices for application lifecycle management, application performance management and application development.

Application Management

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Navigating AI/ML Security: The Essentials for 2025

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