Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The Asymmetric Threat: Why AI API Traffic is Hard to Predict

The Asymmetric Threat: Why AI API Traffic is Hard to Predict As AI becomes more integrated into business operations, the way data moves through APIs is changing. In this clip from the A10 Networks webinar, "APIs are the Language of AI: Protecting Them is Critical," experts Jamison Utter and Carlo Alpuerto break down the concept of data asymmetry in AI.

Why Vulnerability Management Falls Short - And How Exposure Management Fixes It

Vulnerability management identifies weaknesses. Exposure management helps prioritize them based on real-world risk and context. Ed and Garrett unpack why traditional vulnerability programs struggle to drive real risk reduction. The challenge isn’t discovery. It’s prioritization and follow-through. Too often, vulnerabilities are treated as isolated IT tasks—handed off, tracked by SLAs, and stripped of the context that explains why they matter in the first place.

Top 3 Skills for AI Security in 2026 #shorts

Are your cybersecurity skills ready for the AI era? In this clip, we reveal which traditional security frameworks still work and the one new mental shift you need to survive. It’s not just about code anymore—it’s about "Socio-Technical" thinking. Raji (Microsoft AI Security) breaks down exactly how to future-proof your career.

Understanding Open-Source License Risk in Modern Software

Open source is one of the best things to ever happen to software development. It is also one of the easiest ways to accidentally ship legal obligations you did not sign up for. Most teams know they rely heavily on open-source dependencies. Fewer teams know exactly what licenses those dependencies use, what obligations come with them, or how those licenses travel through transitive dependencies and container images. That gap is what we call open-source license risk.

Testing MiniMax M2.1 for AI Coding: The Results Might Surprise You

Can "lesser-known" AI models actually keep up with the giants like Google, OpenAI, and Anthropic? In today’s video, we put MiniMax M2.1 to the ultimate test: building a production-ready, secure Node.js note-taking application from a single prompt. We’ll explore how to access MiniMax natively in the Windsurf IDE, walk through the debugging process for common errors (like environment variables and OS-specific dependencies), and perform a deep-dive security audit using Snyk. Stick around until the end to learn how to integrate MiniMax M2.1 into VS Code using OpenRouter.

AI Strategy: Building a Future-Proof Framework

Artificial intelligence (AI) adoption is fast becoming a strategic necessity for modern businesses. With adoption continuing at pace, a carefully considered strategy is essential for gaining or maintaining a competitive advantage, managing downside risk and addressing the continued regulatory, legal, ethical and operational complexities presented by AI.

How we mitigated a vulnerability in Cloudflare's ACME validation logic

On October 13, 2025, security researchers from FearsOff identified and reported a vulnerability in Cloudflare's ACME (Automatic Certificate Management Environment) validation logic that disabled some of the WAF features on specific ACME-related paths. The vulnerability was reported and validated through Cloudflare’s bug bounty program. The vulnerability was rooted in how our edge network processed requests destined for the ACME HTTP-01 challenge path (/.well-known/acme-challenge/*).

Why Protecto Privacy Vault Is Ideal for Masking Structured Data

Picture this. You’re a data engineer at a healthcare company with millions of patient records in Snowflake. HIPAA requires you to protect PII before sharing data with researchers or running analytics. So you tokenize the data. And your system catches fire. Your joins break. Your ETL pipelines fail. BI dashboards return wrong results. ML model training jobs crash. All because something fundamental changed about your data architecture.

How Can Startups Source Affordable PCBs Without Sacrificing Quality?

The idea of starting a hardware business is exciting, and that is before you receive your first PCB quote. You wake up looking at numbers that have made your hard-planned budget look like a fairy tale. To most startups, the printed circuit boards may be one of the largest initial manufacturing expenses and the temptation to cut corners can be overwhelming. But cheap PCBs that fail in the field are more costly than one can save. Return, tarnished reputation, and redesign are known to sink the prospects of the most prospective young firms. Where do you find confidence in cost meeting reliability?

Why Do Some PCBs Fail at Speed-And How to Fix It?

You've probably been there. On paper, everything is okay, your PCB design is sound, your components are mounted, and the layout appears to be okay. Then, when you turn it on, you get it to the working speed, and all of a sudden, your world gets sideways. Signals become gummed, timing goes haywire, or the board simply refuses to co-operate.