Expert perspectives on application security, compliance, and emerging threats
StandardsYour AI deployment just created 847 new service accounts, API keys, and machine credentials. Your security team discovered 312 of them three months later during an incident response. This gap between
GuidesYour team treats open source security as a solo operation. You patch your dependencies, run your scanners, and file your tickets. But when a vulnerability hits your stack, you re scrambling to underst
StandardsScope This guide focuses on detecting and preventing adaptive malware that uses AI to modify itself within software supply chains. It includes specific controls for npm ecosystems, integrity verificat
GeneralAfter the XZ Utils backdoor discovery in 2024—where a compromised compression utility could have granted attackers full administrative control over millions of systems—your compliance team probably ad
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IncidentWhat Happened In late 2024, Truffle Security discovered 2,863 live Google Cloud API keys exposed in public repositories. These weren t stolen credentials or phishing victims—they were legitimate billi
StandardsIf your organization is deploying federated learning systems, you re already dealing with a core privacy challenge: training models on distributed data without centralizing that data. But protecting t
StandardsYour IAM system was designed for humans and services with predictable behavior. AI agents break that model. According to a 2025 SailPoint survey, 80% of organizations using AI agents have observed the
StandardsThe Challenge Your organization relies on machines communicating with each other. Service accounts authenticate to cloud platforms, API keys authorize CI/CD pipelines, and OAuth tokens connect microse
StandardsYour developers are using AI to write code. Your security team scans containers and dependencies. But when someone asks, What AI models are running in production? — silence. Here s what the data shows
StandardsThe SAIL Framework v1.0 launched in June 2025 with ambitious guidance for AI security governance. Six months later, the picture is clear: organizations struggle to translate framework phases into enfo
StandardsOver 90% of modern applications rely on open-source components. Your vulnerability management process likely depends on a single source of truth: the CVE database . That assumption is about to change.
StandardsThe Challenge With the introduction of the EU Cyber Resilience Act , your compliance team faces a significant challenge: tracking and proving lifecycle management for every component in your software
IncidentAI s Impact on Vulnerability Discovery In a 90-day period, an AI agent named XBOW submitted over 1,060 valid vulnerabilities to bug bounty programs, surpassing the combined efforts of thousands of hum
GeneralOn February 2nd, maintainers from npm, PyPI, crates.io, and Maven Central met for the first time to address security failures. The OpenSSF Package Manager Security Forum wasn t a celebration—it was a
StandardsThe regulatory environment for software development has fundamentally changed in 2025. What was once guidance is now enforcement, and organizations treating compliance as a checkbox exercise face sign
IncidentWhat Happened In October 2024, security researchers at Zenity discovered a zero-click vulnerability in Perplexity s Comet AI browser. The flaw, named PerplexedComet, allowed attackers to inject malici
