Ring's Super Bowl ad sparks privacy concerns over AI-driven pet tracking feature - WRAL
Ring's Super Bowl ad sparks privacy concerns over AI-driven pet tracking feature WRAL
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Securing Plex on Synology NAS with Post-Quantum Cryptography via Cloudflare Tunnel
Introduction Securing remote access to a Plex media server hosted on a Synology NAS device presents a critical challenge, particularly in the face of advancing quantum computing capabilities. Traditional encryption algorithms, such as RSA and Elliptic Curve Cryptography (ECC), rely on the computational infeasibility of tasks like integer factorization and discrete logarithm problems. Quantum computers, leveraging Shor’s algorithm, can solve these problems exponentially faster, rendering traditional encryption obsolete. This vulnerability is not a speculative future concern but an imminent threat, especially for internet-exposed services like Plex. Without post-quantum cryptography (PQC), Plex servers—and the sensitive data stored on Synology NAS devices—are susceptible to quantum-enabled d
Java + AI: Beyond APIs: into runtime, performance, and system design
The Java ecosystem is quietly becoming a powerful foundation for building production-grade AI systems not just consuming models, but optimizing how they run, scale, and integrate. 💡 Let’s go deeper into the technical layer: 🔹 JVM as an AI runtime enabler Modern JVM optimizations (JIT, escape analysis, vectorization) allow Java to handle CPU-bound workloads efficiently especially relevant for preprocessing pipelines, feature engineering, and real-time inference orchestration. 🔹 Project Panama (Foreign Function Memory API) Direct interop with native AI libraries (like TensorFlow, ONNX Runtime, or custom C++ inference engines) without JNI overhead. 👉 Lower latency + safer memory access = better performance in inference layers. 🔹 Project Loom (Virtual Threads) + AI workloads AI systems ar
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Securing Plex on Synology NAS with Post-Quantum Cryptography via Cloudflare Tunnel
Introduction Securing remote access to a Plex media server hosted on a Synology NAS device presents a critical challenge, particularly in the face of advancing quantum computing capabilities. Traditional encryption algorithms, such as RSA and Elliptic Curve Cryptography (ECC), rely on the computational infeasibility of tasks like integer factorization and discrete logarithm problems. Quantum computers, leveraging Shor’s algorithm, can solve these problems exponentially faster, rendering traditional encryption obsolete. This vulnerability is not a speculative future concern but an imminent threat, especially for internet-exposed services like Plex. Without post-quantum cryptography (PQC), Plex servers—and the sensitive data stored on Synology NAS devices—are susceptible to quantum-enabled d
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