Expert perspectives on application security, compliance, and emerging threats
IncidentWhat Happened OpenClaw, a self-hosted AI platform, had a vulnerability that allowed malicious websites to hijack local instances through brute-force password attacks. The attack was simple: a user vis
StandardsThe Problem: Data Leakage in Federated Learning Your federated learning models might be leaking training data. Research by Carlini et al. shows that sensitive information, like social security numbers
GeneralThe Conventional Wisdom Security teams often view AI-powered vulnerability detection as an add-on to existing processes. You conduct static analysis, dynamic scans, and dependency checks, then perhaps
IncidentWhat Happened Truffle Security discovered nearly 3,000 Google Cloud API keys embedded in publicly accessible client-side code. These keys provided unauthorized access to Google s Gemini API endpoints,
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StandardsScope - What This Guide Covers This guide explains how to prepare your security program for NIST s forthcoming AI-specific control overlays, building on NIST SP 800-53 Rev 5 and the NIST Cybersecurity
GuidesThe EU Cyber Resilience Act (CRA) is now a concrete reality. Your organization needs clear processes to translate these regulatory obligations into actionable engineering tasks. This template provides
LegalYour team adopts Secure by Design principles. You create a security champion program, add threat modeling to your sprint planning, and mandate security reviews before deployment. Six months later, vul
StandardsScope - What This Guide Covers This guide explores how the 2025 OWASP Top 10 update impacts your security engineering practices when using AI coding assistants, deploying AI-powered features, or integ
GeneralThe myths around federal software supply chain security persist because they re comfortable. They let you treat authorization as a one-time event, vulnerabilities as a scoring exercise, and compliance
ResearchYour organization now requires a Software Bill of Materials (SBOM) for every release, and your CI/CD pipeline generates them automatically. However, a recent study of 25,882 Java SBOMs revealed that 7
StandardsThe Challenge A consortium of financial institutions participating in the UK-US PETs Prize Challenges faced a significant issue: how to train a shared fraud detection model across vertically partition
StandardsThe Challenge OpenClaw s developers faced a common problem: enabling a browser-based interface to communicate seamlessly with a locally-running AI agent. Their solution was to use WebSockets for a dir
GuidesYour open source project finally earned the OpenSSF Baseline Badge. You added it to your README, announced it on social media, and moved on. Three months later, a critical vulnerability in your depend
StandardsNIST is establishing a dedicated program for AI cybersecurity and privacy. For your compliance team, this raises a critical question: should you adopt the AI Risk Management Framework now, or continue
GeneralScope - What This Guide Covers This guide focuses on verification frameworks for AI-generated code in production environments. You ll find specific controls for validating outputs from large language
GeneralYour team asks an AI assistant about a critical security patch. The model responds confidently, citing a fix that shipped three months ago. One problem: that patch was deprecated two weeks later due t
