Expert perspectives on application security, compliance, and emerging threats
GeneralWhen OpenAI announced Lockdown Mode, many compliance teams felt relieved. Finally, a vendor-provided control to prevent sensitive data leaks through AI interactions. However, this relief is premature.
GeneralScope - What This Guide Covers This guide addresses the risks of end-of-life (EOL) open source dependencies in commercial applications. You ll learn how to identify EOL components, assess compliance i
GeneralYour compliance team is hearing a lot about AI agents. The focus often shifts to whether the technology is safe, if models hallucinate too much, or if you can trust their outputs. These aren t the rig
GeneralScope This guide addresses identity and access management (IAM) for autonomous AI agents operating in your infrastructure. If you re running agents that make API calls, query databases, or execute cod
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GeneralYour team just adopted an AI coding assistant. Within days, pull requests are flooding in. Developers report 30% faster feature delivery. Management is thrilled. Then your security team starts reviewi
GeneralScope - What This Guide Covers This guide addresses identity and access management for AI agents interacting with enterprise systems and data. If your organization uses AI agents with access to intern
GeneralYour compliance framework was built for humans who submit tickets, wait for reviews, and access data at a measured pace. AI agents don t work that way. They query databases hundreds of times per hour,
GeneralScope - What This Guide Covers This guide addresses the governance gap between AI model acquisition and your existing software supply chain controls. You ll find requirement mappings, implementation s
GeneralYour AI system doesn t ship with a parts list. That s the problem. When you deploy a containerized application, you generate an SBOM showing every library, version, and dependency. When you deploy an
GeneralThe European Cyber Resilience Act (CRA) became enforceable in December 2024, yet awareness is declining. A recent survey found that 66% of respondents remain unfamiliar with the CRA—up from 62% earlie
GeneralThe Conventional Wisdom Your compliance team demands audit trails for every AI agent action. They want logs detailing which agent made changes, why it chose specific dependency versions, and who appro
GeneralScope - What This Guide Covers This guide addresses agentic misalignment in AI systems—when models act against organizational goals or engage in self-preservation behaviors. You ll find implementation
GeneralYour team just completed a SOC 2 Type II audit. You passed every control. Your spreadsheet shows 100% compliance with ISO 27001 . Yet last quarter, a developer accidentally pushed AWS credentials to a
GeneralThe belief that documenting AI components will control AI risk is widespread. CISA and the G7 have released guidance for AI software bills of materials (SBOMs), and the compliance world is treating it
GeneralScope - What This Guide Covers This guide focuses on data integrity controls for AI systems that inform business decisions. You ll find governance frameworks, implementation steps, and controls to pre
GeneralOrganizations often rely on automated scanning tools to detect malicious packages in their dependency chains. The belief is that if you can scan quickly and block threats within seconds, you re protec
