KRKarishma Rayinqualysecblog.hashnode.dev·Aug 24 · 3 min readFDA Secure Product Development Framework (SPDF): Requirements and 2026 Implementation GuideA threat model, SBOM, penetration test, and cybersecurity plan can all be part of an FDA submission. None of them, by themselves, is an SPDF. That distinction matters because the Secure Product Develo00
KRKarishma Rayinaustraliacompliance.hashnode.dev·Jan 20 · 3 min readAI Cybersecurity Threats Explained: Model Poisoning, Prompt Injection, and Data LeakageFrom an experimental technology, artificial intelligence has quickly evolved into a base layer of contemporary cybersecurity. Organizations today rely on artificial intelligence in cybersecurity to analyze enormous data volumes, find outliers, automa...10
KRKarishma Rayinqualysecblog.hashnode.dev·Nov 13, 2025 · 3 min readAI Cloud Security: Securing Cloud Infrastructure with Artificial IntelligenceCloud computing is ubiquitous — remote work, or hybrid teams, or what we call a complex multicloud environment, is the new normal. Companies are leveraging more apps, saving more data, and integrating more systems than ever before. All that convenien...10
KRKarishma Rayincybersecurity-companies-europe.hashnode.dev·Oct 24, 2025 · 3 min readTop Cybersecurity Companies in Europe in 2026Cyber risks in Europe are becoming more advanced and frequent. From ransomware attacks to cloud misconfigurations, organizations across sectors are under pressure to act fast. At the same time, regulations like GDPR, ISO 27001, and NIS2 are raising t...10
KRKarishma Rayinaustraliacompliance.hashnode.dev·Oct 10, 2025 · 2 min readTGA Medical Device Regulations: Why Penetration Testing Is EssentialThe Therapeutic Goods Administration (TGA) is essential to the safety and effectiveness of medical devices in Australia. Under the TGA medical device regulations, with the increasing incorporation of software into devices and increased connectivity t...10
