The sophisticated breach that compromised over two and a half million Microsoft Edge installations highlights a critical shift in how modern threat actors leverage the very tools designed to enhance browsing efficiency without raising suspicion from the user. This campaign, colloquially known as StegoAd, utilized a deceptively simple yet
Cybersecurity landscapes have shifted dramatically as adversaries increasingly bypass traditional firewalls by exploiting compromised credentials within the managed service provider ecosystem. In the current environment, identity has effectively replaced the network perimeter as the most critical line of defense for small and medium-sized

Security teams are evaluating agentic AI because security operations need faster triage, investigation, and response. The appeal is clear: AI agents can work across alerts and data sources at machine speed. However, speed alone does not guarantee better decisions. For defensive AI, context determines whether an agent understands what it is seeing, why it matters, and what action is appropriate.

Over the past years, the phishing playbook has been rewritten. In 2026, fraudulent emails don't arrive riddled with typos or bizarre requests from foreign royalty, which were easy to recognize. Nowadays, they land in inboxes looking polished, contextually relevant, and disturbingly well-informed. Cybercriminals now wield artificial intelligence, harvested corporate data, and sophisticated

The modern Security Operations Center often resembles a fragmented workshop where advanced generative AI models operate in total isolation from the structured databases that house critical institutional knowledge. This disconnect forces highly skilled analysts to waste precious hours translating insights between two disparate systems, effectively turning them into human bridges for data that should flow seamlessly. Despite the rapid maturation of large language models, the industry has struggled to move beyond simple chat-based interfaces that lack the
