Cyber Defense Strategies

As cyber adversaries move toward living-off-the-land techniques, defenders require advanced models capable of reasoning over extensive histories of network activity. Advanced Persistent Threats (APTs) represent a sophisticated class of cyberattacks that prioritize stealth and longevity over

A team of specialized cyber response engineers from Canopy will now lead the development of the Epiq AI for Cyber portfolio to enhance detection speed. This strategic move formalizes a long-standing partnership, transforming it into a unified front against the escalating complexity of global data

In the digital arms race, the "keys to the kingdom" are no longer hidden behind iron gates—they are being left in plain sight within the very AI tools designed to protect them. As organizations in 2026 navigate an increasingly interconnected world, the rapid adoption of artificial i

The rapid integration of autonomous AI coding agents into the modern software development lifecycle was envisioned as a monumental leap in productivity, yet recent security investigations revealed that these helpful assistants have been quietly leaking sensitive corporate data onto public

Malik Haidar has built a career in the high-stakes world of multinational cybersecurity, where he blends deep technical intelligence with a sharp eye for corporate risk. Having navigated the front lines of defense against both automated threats and sophisticated human adversaries, he understands

Malik Haidar brings a wealth of experience from the front lines of corporate defense, having spent years dissecting high-level threats for multinational organizations. His unique perspective blends technical intelligence with the cold realities of business strategy, making him a sought-after voice