AI Security Risks and the Controls That Actually Help
Prompt injection remains unsolved. What that means for LLM apps, agentic tool use, and the control set worth deploying today.
Independent security research and analysis
CyberPedia publishes in-depth cybersecurity analysis, threat intelligence, defensive guides and security tooling reviews for engineers and defenders.
Prompt injection remains unsolved. What that means for LLM apps, agentic tool use, and the control set worth deploying today.
What each OWASP Top 10 category actually covers, one concrete example of the flaw, the control that fixes it, and what the list deliberately leaves out.
Ransomware is not a single event but a multi-stage operation. Here is every stage of the kill chain, and where defenders can realistically break it.
The provider secures the cloud; you secure what you put in it. Here is exactly where that line falls across IaaS, PaaS and SaaS on AWS, Azure and GCP.
Breaking cybersecurity news, vulnerability disclosures and incident reporting as it develops.
Prompt injection remains unsolved. What that means for LLM apps, agentic tool use, and the control set worth deploying today.
Ransomware is not a single event but a multi-stage operation. Here is every stage of the kill chain, and where defenders can realistically break it.
Most threat intel programs drown teams in indicators nobody actions. Here is how to run an intel function that changes what your detections catch.
The pieces we would hand a new engineer on their first week.
What each OWASP Top 10 category actually covers, one concrete example of the flaw, the control that fixes it, and what the list deliberately leaves out.
Zero Trust is an architecture, not a product. Here is what NIST SP 800-207 specifies, how PDP and PEP work, and a realistic migration path off a flat network.
Most SIEM programmes fail on ingest cost and untuned rules. Here is how to prioritise log sources, tier retention, and keep detections alive.
Independent evaluations of security tooling, architectures and vendor categories.
Static analysis reads the code; dynamic analysis watches it run. Neither is enough alone. A working guide to the tooling, the evasion, and the lab.
Zero-knowledge architecture, key derivation, sync models, recovery design and the secrets-versus-credentials split — how to evaluate password managers properly.
Network-level tunnels versus application-level brokering. The real security differences, topology and performance trade-offs, and where a VPN still wins.
Every article is filed under a topic so you can go deep on one area.
Securing AWS, Azure and GCP workloads — IAM, configuration, workload isolation and cloud-native threat models.
Secure development practices, vulnerability classes, code review and application-layer defensive controls.
Segmentation, traffic control, perimeter design and the network-layer controls that limit attacker movement.
Securing AI systems — prompt injection, model supply chain, agentic tool risk and controls for LLM applications.
Embedding security into CI/CD — pipeline controls, automated scanning, policy as code and developer workflow design.
Adversary tracking, indicator analysis, the intelligence lifecycle and turning threat data into working detections.
Malware families, analysis methodology, evasion techniques and the detection engineering that catches them.
Ransomware operations, extortion economics, the attack lifecycle and the controls that break it at each stage.
Threat analysis and defensive guidance, sent when there is something worth saying. No vendor pitches.