Modern cyberattacks rarely arrive in a simple, obvious form. Attackers hide malicious code inside files that look legitimate, chain multiple tactics together and use techniques designed to bypass traditional endpoint defenses. For businesses, that makes independent security testing especially valuable.
Zero Trust AI Access (ZTAI) is a security framework that applies “never trust, always verify” principles to every interaction involving AI systems, including LLMs and AI agents, as well as the sensitive data they process. Traditional zero trust was built to protect people accessing applications. ZTAI extends those same principles to a new category of actor: AI itself.
The cybersecurity landscape is facing an unprecedented shift, and industry experts are sounding the alarm about what many are calling the “vulnpocalypse.” This isn’t just another security buzzword or overhyped threat. It represents a fundamental transformation in how vulnerabilities are discovered, exploited, and defended against in the age of artificial intelligence.
Quick View brings an intuitive, contextual preview option to the Egnyte UI that helps you find what you need without breaking your momentum. With this release, you have two ways to preview a document—full preview and Quick View.
Something fundamental changed in the last twelve months. Employees went from asking AI questions to handing it the keys to enterprise data. AI agents now read email, ship code, and query databases, and increasingly, they act without a human in the loop. Security teams evaluating AI security vendors in 2026 are not shopping for the same category they were in 2023. The threat model has changed. The vendors have not all kept pace.
Calling a model too dangerous to release ignores the obvious reality that open and alternative models will soon reach similar capability. Once the path is visible, other providers, including overseas competitors, will build their own versions, so secrecy becomes a temporary market move, not a lasting safety strategy.
Claiming an AI model is too dangerous for public release while issuing a press release about it creates more questions than trust. If something genuinely carries that level of risk, private handling under strict controls makes sense, but public hype only fuels suspicion, competition and panic.
Copy Fail, or CVE-2026-31431, is a Linux kernel local privilege escalation vulnerability that can let an unprivileged local user corrupt page-cache-backed file data under specific conditions and potentially escalate privileges. Exposure depends on the running vendor kernel and backported fixes. Installing a vendor-provided kernel fix is the primary remediation, with temporary mitigations available in some environments if patching is delayed.
While more than two-thirds of human-generated TLS traffic to Cloudflare is already protected by post-quantum cryptography, the world of site-to-site networking has been a different story. For years, the IPsec community remained caught between the high bar of Internet-scale interoperability and the niche requirements of specialized hardware. That gap is now closing.