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The Latest Cybersecurity News & Insights From Around The World
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The $100,000 Comma: Tokenomics Strategies to Slash LLM Costs by 50% | IdentityShield '26
Intelligent caching and context compression can cut LLM token costs by about 50% while improving FinOps governance and preventing runaway AI spending. Speaker: Nitesh Pamnani Senior Engineer, miniOrange Pune, India.
When Your AI Can't Be Trusted Anymore | IdentityShield '26
What if your ML system is running perfectly—but making the wrong decisions? This talk explores Ransomware 3.0, where attackers poison models and pipelines instead of locking systems, and shows how AI‑augmented attacks bypass traditional security and how to defend against silent ML compromise. Speaker: Avinish Thakur Software Engineer, miniOrange Pune, India.
How to Build Custom Data Detectors Without Regex: DLP for Context-Aware Detection
DLP systems have traditionally relied on regex pattern matching to identify sensitive information. While regex excels at finding patterns, it fundamentally can’t understand context. It’s a massive limitation that forces security teams into endless cycles of tuning expressions and triaging false positives. Nightfall AI built prompt-based entity detection to solve this problem.
The best ISO 27001 compliance software for 2026
For lean teams, ISO 27001 can feel like a lot to take on. You’re expected to set up a formal security program, assess risks, write and maintain a long list of policies, and have audit-ready proof on hand—often without a large security or compliance headcount. On top of that, manual work and outside consultants can get expensive fast, pulling founders, engineers, and operators away from building the product and growing the business.
Why Performance-Based Questions Are the Real Security+ Challenge (and How to Beat Them)
If you've passed a multiple-choice certification exam before, you might assume the CompTIA Security+ will be more of the same. You read the question, eliminate two obviously wrong answers, pick the best remaining option, and move on. Then you hit your first performance-based question. Suddenly you're staring at a simulated firewall interface, asked to configure ACL rules for a production web server. There's no A, B, C, or D. Just a blinking cursor and a timer counting down. This is where most Security+ candidates panic, and it's exactly why PBQs exist.
Nucleus: Why AI Features Don't Equal Better Vulnerability Management
AI is becoming table stakes in vulnerability and exposure management, at least in vendor messaging. Autonomous agents, instant prioritization, and self-healing security sound compelling. But many security teams are left asking a simpler question. Does this actually reduce risk, or does it just add complexity and false confidence? In this candid conversation, Chris Ray, Field CTO at GigaOm, and Will Gorman, CTO and leader of AI initiatives at Nucleus Security, challenge the assumption that more AI automatically leads to better outcomes.
Snyk: AI Agents Don't Ask Permission: Building an AI-BOM for Visibility & Control
Traditional AppSec approaches can't always see the real risks hiding inside AI-native apps, from prompt injection to data leakage and hidden agent behavior. In this hands-on technical session, learn how to discover, assess and govern your AI assets with AI-BOM, MCP Scan, and other free-to-use tools from Snyk Labs. You'll learn how to: You'll see live demos of how to start scanning, generate actionable evidence, and feed results back into developer workflows.
Featured Post
AI for Security Infrastructure: Rebalancing Cybersecurity for the Decade Ahead
For more than a decade, cybersecurity has been shaped by a single doctrine: assume breach. Facing high-volume, relentless, and diverse attacks, the security industry has been forced into a reactive stance, playing a constant game of whack-a-mole in a nonstop damage-limitation exercise. This has driven major investment in detection, response, and recovery, and created a world in which organizations are better at reacting to incidents than at preventing them in the first place.
Forward Networks Introduces Forward AI to Accelerate Network Operations with Mathematical Certainty
New capability brings trusted, verifiable network answers to operators and AI systems.
How to Secure Sensitive Data in Jira & Confluence with DLP (Data loss prevention)
In almost every major enterprise, Jira and Confluence are the default operating systems for innovation. They hold your organization's most vital intelligence, from product roadmaps to financial planning. Yet, while companies invest billions in fortress-like perimeter security, firewalls and VPNs, to keep external attackers out, they often ignore the fragility of their internal collaboration environments.