AI supply chain risks and prompt injection threats dominated the last 72 hours, placing organizational defenses under pressure. Security teams are urged to audit integration points and AI-assisted workflows, with new threats emerging across both consumer and enterprise environments. Defensive action is essential to manage escalating vulnerabilities and supply chain exposures.
Data Exfiltration
Vector Database Exfiltration & Embedding Leakage — Operational Playbook for Defense
Vector databases power RAG but also expose new leak paths. This playbook shows how embedding leakage and query-driven exfiltration happen, and how to stop them with access controls, input scrubbing, monitoring, and adversarial testing.
Prompt Injection and LLM Jailbreaking — Operational Playbook for Defense
Prompt injection and jailbreaks exploit LLMs by embedding malicious instructions in user inputs or retrieved content. This playbook outlines real-world cases and practical defenses including sanitization, least-privilege design, and red-team testing.
AI and the New Face of Insider Threats
AI is transforming insider threats by lowering barriers for malicious insiders and amplifying mistakes by well-meaning employees. This article explores how AI changes insider risks and what defenders must do to keep pace.
AI-Driven Insider Recon — When Employees Use AI to Map and Exploit Their Own Organizations
Overview Insider threats have always been one of the hardest problems in cybersecurity. Now, with AI at their fingertips, malicious or careless insiders can conduct reconnaissance on their own organizations with unprecedented speed and sophistication. By combining privileged access with… Read More ›