How Did Aqua Catch a Cryptomining Attack Hiding in Memory?
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Guy Balzam

Guy Balzam is a Director of Product Management for Data & AI at Aqua Security, focusing on data platforms and AI solutions. With over a decade of experience in product management and consulting, Guy has helped startups scale as both a product leader and architect. As a former security leader at ELAL, he brings valuable cybersecurity expertise to his current work in AI and data platforms.
Blog Posts by Guy Balzam
From Prompt to Production: Runtime Protection for AI Workloads
The moment your app calls an LLM, it stops being just containerized software, and becomes an entirely new attack surface. Artificial Intelligence is transforming how applications behave and how they need to be secured. As generative AI and large language models (LLMs) become embedded into everything from customer support bots to internal data tools, security …
Securing LLM Apps with Aqua: Beyond the OWASP Checklist
It started with a single LLM API call buried in a product prototype. By the time the team noticed, that call had turned into a full-blown feature. Customers were using it, business logic was being shaped by it, and the security team had not even seen it. That is the pattern we are seeing across …
MCP to Agentic AI: Shaping AI Security for What’s Next
Enterprises are rapidly adopting large language model applications, AI assistants, and model orchestration platforms at a pace that rivals the early days of cloud computing. With this acceleration comes both significant opportunity and risk. Yet AI security is lagging behind, struggling to match the speed and scale of adoption. One of the hottest topics right …
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