Why Guardrails Fail: The Anatomy of Multi-Turn Context Bleed in Autonomous AI Agents
How incremental benign prompts across long conversation horizons gradually bleed latent state and bypass keyword safety boundaries in reasoning models.
Escaping the MicroVM: How a PCIe DMA Race Condition Collapsed Hypervisor Isolation
A deep dive into CVE-2026-44192, where an asynchronous memory race in virtual device emulation allowed unprivileged guest code to hijack the host kernel.
How We Cut 92% of SIEM Noise by Filtering Packets at the Linux Kernel Boundary
Why standard syslog ingestion drowns SOC teams in false alarms, and how socket-level eBPF probes filter telemetry before it ever leaves ring-0.
The Side-Channel Trap: Why Mathematically Unbreakable Post-Quantum Encryption Can Still Leak
Measuring microarchitectural cache latency variances in reference Kyber/ML-KEM algorithms under shared multitenant cloud environments.
Zero-Footprint Auditing: Why Persistent Security Scanners Are a Threat to Your Cloud
Architecting single-use cloud verification nodes that deploy in seconds, validate perimeter posture, and terminate cleanly without residual exposure.
From a Forgotten S3 Token to Full AWS Root: Anatomy of a Real-World Cloud Takeover
A step-by-step forensic breakdown of an attack chain escalating an unprivileged S3 read token to full AWS organization root control via STS assume-role abuse.
