Security Resources

Securing AI/ML Workloads in the Cloud: Integrating DevSecOps with MLOps

ML systems introduce security risks most teams aren’t prepared for. The piece explores emerging ML-specific threats and what effective MLSecOps looks like in practice.

January 23, 2026

by Igboanugo David Ugochukwu

CORE

· 2,442 Views · 1 Like

MCP Isn't Just Convenience; It's a Security Problem and a Governance Opportunity

MCP makes LLM tool access easy and turns it into a bigger security surface. Treat it like infrastructure: least privilege, tight tool scope, and strong audit logs.

January 22, 2026

by Sai Teja Erukude

· 2,132 Views

Docker Hardened Images for Container Security

Docker Hardened Images (DHI) let Docker handle base image security, so your team can focus on building features instead of chasing vulnerabilities.

January 20, 2026

by Siri Varma Vegiraju

CORE

· 2,217 Views · 2 Likes

Passwordless Authentication: Hype vs. Reality

Unpacking the promise and practical challenges of passwordless authentication in today’s evolving digital security landscape.

January 19, 2026

by Atish Kumar Dash

· 1,523 Views

Prompt Injection Defense Architecture: Sandboxed Tools, Allowlists, and Typed Calls

Treat tool calls as untrusted. Only allow approved tools per feature, validate typed args, and run tools in a sandbox with least privilege.

January 19, 2026

by Mohan Sankaran

· 1,897 Views · 6 Likes

Copilot, Code, and CI/CD: Securing AI-Generated Code in DevOps Pipelines

AI coding tools boost speed but weakens security and developer judgment. Here’s how hidden vulnerabilities escape review and what must change before a breach hits.

January 19, 2026

by Igboanugo David Ugochukwu

CORE

· 1,551 Views

IT Asset, Vulnerability, and Patch Management Best Practices

Learn the strategic approach to IT asset management, vulnerability management, patch management, and plan protections before threats strike.

January 16, 2026

by Venkata Subramanya Vedagiri

· 1,473 Views · 3 Likes

Securing AI-Generated Code: Preventing Phantom APIs and Invisible Vulnerabilities

AI coding tools accelerate delivery but create new security blind spots. Learn how phantom APIs emerge — and what developers can do to catch them early.

January 15, 2026

by Igboanugo David Ugochukwu

CORE

· 2,020 Views · 1 Like

DevSecOps for MLOps: Securing the Full Machine Learning Lifecycle

Why ML systems are uniquely vulnerable to security attacks — and how MLSecOps closes the gaps in data, models, and pipelines.

January 15, 2026

by Igboanugo David Ugochukwu

CORE

· 1,974 Views · 2 Likes

Why Browsers Are the Weakest Link in Zero Trust Architectures

Why Zero Trust architectures fail when browsers are left unsecured — and how to make the browser a strong security control point

January 14, 2026

by Atish Kumar Dash

· 1,109 Views · 1 Like

How to Secure a Spring AI MCP Server with an API Key via Spring Security

Discover how to protect your Spring AI MCP server with an API key, including clear instructions, sample code, and recommended security practices.

January 14, 2026

by Horatiu Dan

CORE

· 3,785 Views · 7 Likes

Leveraging AI-Based Authentication Factors in Modern Identity and Access Management Solutions

Discover how AI is revolutionizing identity management by making authentication smarter, faster, more adaptive, and highly secure against evolving cyber threats.

January 12, 2026

by Atish Kumar Dash

· 1,372 Views · 1 Like

Why Encryption Alone Is Not Enough in Cloud Security

Practical Lessons from Real-World Scenarios That Clearly Demonstrate Why Relying on Encryption Alone Cannot Fully Protect Cloud Workloads

January 9, 2026

by Atish Kumar Dash

· 5,675 Views · 1 Like

Beyond Extensions: Architectural Deep-Dives into File Upload Security

Secure uploads by using whitelisted extensions, verifying "Magic Bytes," and storing files with randomized names in a non-executable sandbox.

January 9, 2026

by Akanksha Pathak

CORE

· 1,719 Views · 1 Like

From Code to Runtime: How AI Is Bridging the SAST–DAST Gap

A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications

January 9, 2026

by Atish Kumar Dash

· 1,643 Views · 1 Like

Secure Log Tokenization Using Aho–Corasick and Spring

This article shows how to use the Aho–Corasick algorithm and deterministic tokenization in Spring Boot to intercept logs in real time, remove sensitive values.

January 8, 2026

by Balakumaran Sugumar

· 1,941 Views · 3 Likes

The Hidden Security Risks in ETL/ELT Pipelines for LLM-Enabled Organizations

As LLMs enter data pipelines, ETL/ELT becomes part of the AI security boundary, where untrusted inputs can introduce upstream risks.

January 7, 2026

by Vivek Venkatesan

· 3,343 Views · 2 Likes

BYOLM with Spring AI & MCP: Secure, Swappable AI Everywhere

Spring AI and MCP empower BYOLM by enabling swappable language models with privacy, control, and extensibility. Learn more about this approach below.

January 6, 2026

by Soham Sengupta

· 1,514 Views

Securing Verifiable Credentials With DPoP: A Spring Boot Implementation

DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.

January 5, 2026

by Kyriakos Mandalas

CORE

· 3,853 Views · 4 Likes

5 Challenges and Solutions in Mobile App Testing

Common challenges you must overcome during testing include device fragmentation, app security, connectivity issues, and more.

January 2, 2026

by Zac Amos

· 1,387 Views · 1 Like

The Latest Security Topics