Malware detectors trained on one dataset often stumble on another

Machine learning models built to catch malware on Windows systems are typically evaluated on data that closely resembles their training set. In practice, the malware arriving on enterprise endpoints looks different, comes from different sources, and in… Continue reading Malware detectors trained on one dataset often stumble on another

Windows 11 gets a rebuilt console engine with regex search, Sixel images and a 10x speed boost

Microsoft released Windows 11 Insider Preview Build 29558.1000 to the Canary Channel, part of the optional 29500 build series. The build carries a set of changes focused on the Windows Console, a handful of bug fixes, and small improvements to Settings… Continue reading Windows 11 gets a rebuilt console engine with regex search, Sixel images and a 10x speed boost

Android developers just got a new verification layer

To help prevent malicious actors from spreading harmful apps while hiding behind anonymity, Google is rolling out developer verification to all Android developers. The company is also introducing app registration, which links apps to verified developer… Continue reading Android developers just got a new verification layer

Intel puts its data center performance knowledge on GitHub

Intel engineers have published a centralized repository of data center performance knowledge on GitHub, giving practitioners direct access to tuning guides, configuration recommendations, and optimization recipes that previously required hunting across… Continue reading Intel puts its data center performance knowledge on GitHub

Google Drive now detects ransomware and helps restore affected files

To help organizations minimize the impact of malware attacks on personal computers, Google launched ransomware detection and file restoration in beta in September 2025. These features are now generally available. End user alert in Drive for desktop whe… Continue reading Google Drive now detects ransomware and helps restore affected files

Hottest cybersecurity open-source tools of the month: March 2026

Presented here is a curated selection of noteworthy open-source cybersecurity solutions that have drawn recognition for their ability to enhance security postures across diverse settings. BlacksmithAI: Open-source AI-powered penetration testing framewo… Continue reading Hottest cybersecurity open-source tools of the month: March 2026

SystemRescue 13 updates its kernel to Linux 6.18 LTS, adds new recovery tools

Bootable Linux recovery environments occupy a specific niche in the systems administration and incident response toolkit. SystemRescue, an Arch-based live distribution built for repairing unbootable systems and recovering data from damaged drives, has … Continue reading SystemRescue 13 updates its kernel to Linux 6.18 LTS, adds new recovery tools

ShipSec Studio brings open-source workflow orchestration to security operations

Security teams have long relied on a mix of shell scripts, cron jobs, and loosely connected tools to chain reconnaissance and vulnerability scanning work together. ShipSec Studio, an open-source security workflow automation platform from ShipSec AI, ai… Continue reading ShipSec Studio brings open-source workflow orchestration to security operations