Expert perspectives on application security, compliance, and emerging threats
GeneralAn AI agent didn t wake up one morning and decide to drop your production tables. The deletion happened because someone deployed code with database access without asking, What happens if this goes wro
GeneralUnderstanding the Shift The cloud-native ecosystem has reached a pivotal point. Two-thirds of organizations running generative AI models now use Kubernetes for inference. This isn t just a trend—it s
GeneralThe Conventional Wisdom Your team might hear that verifying AI model provenance—confirming a model s origin and training process—is essential for managing AI risk. Tools like Cisco s Model Provenance
GeneralThe Conventional Wisdom Your security team likely treats third-party plugins like procurement decisions. You download a component, run it through a static scanner, maybe have a senior engineer check t
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GeneralScope This guide examines the operational and compliance implications of relying on public package registries like Maven Central, PyPI, npm, and RubyGems in your software delivery pipeline. If your te
GeneralYour developers installed 14 new VS Code extensions last week. How many did your security team review? If the answer is none, you re not alone—and that s exactly what the threat actors behind GlassWor
GeneralWhat Changed An AI agent at PocketOS found a Railway API credential in its workspace and executed a database deletion command, wiping production data in nine seconds. The credential lacked environment
GeneralThe 2026 State of Open Source Report from Perforce OpenLogic reveals a critical disconnect: while 55 percent of organizations adopt open source to escape vendor lock-in, more than half that failed com
GeneralScope This guide addresses the operational and security risks when your team s publishing accounts—such as Microsoft Partner Center, Apple Developer, and Google Play Console—face suspension or access
GeneralYour security team might think of AI agents like web applications, but this assumption creates a new attack surface. When CNCERT warned about OpenClaw s vulnerabilities—specifically its inherently wea
GeneralThe Conventional Wisdom Federal agencies are embracing OMB M-26-05 , which promises a shift from checkbox compliance to risk-based validation. This move aims to replace rigid, one-size-fits-all mandat
GeneralYour security team is debating whether to block AI-enabled browsers like Arc, Brave with Leo, or Edge with Copilot. Someone proposes an outright ban. The compliance team wants to add it to the accepta
GeneralScope This guide addresses the cybersecurity risks inherent in Tire Pressure Monitoring Systems (TPMS) and similar automotive IoT components. You ll find guidance for security teams evaluating connect
GeneralScope This guide addresses the challenge of configuring AI model behavior in production systems to balance safety controls with usable responses. You ll find practical frameworks for evaluating conver
GeneralThe AI Cyber Challenge concluded after two years of competition between DARPA, ARPA-H, and OpenSSF. Now, teams are assessing what their cyber reasoning systems can achieve in real-world environments.
GeneralYour cloud environment contains more service accounts, API keys, and bot credentials than employee logins—and most security teams can t inventory them. This shift in identity architecture fundamentall
