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Whispers in the Wireless: Hiding Data in Wi-Fi Signals

23.04.2026 by Ray Dalio

A Wi-Fi steganography system conceals data within the seemingly innocuous structure of wireless network traffic, offering a covert communication channel by exploiting the inherent redundancies and flexibility of the [latex]802.11[/latex] protocol.

Researchers have developed a system to embed secret messages within the normally unused components of Wi-Fi transmissions, offering a new avenue for covert communication.

Categories Science

Containing the AI Frontier: A Formal Verification Approach

23.04.2026 by Ray Dalio

New research details how rigorous pre-deployment checks can bolster the security of AI sandbox infrastructure and prevent potentially catastrophic model escapes.

Categories Science

Beyond Sums and Differences: Homomorphic Encryption Gets a Comparative Edge

23.04.2026 by Ray Dalio

A new technique streamlines privacy-preserving computation by efficiently combining arithmetic and comparison operations within fully homomorphic encryption schemes.

Categories Science

AI Code Contributions: A Security Risk?

23.04.2026 by Ray Dalio

AI agents face varied rejection reasons, highlighting the nuanced challenges inherent in their deployment and the need for tailored solutions to address specific failure modes.

A new study reveals that while AI is increasingly used to generate code fixes, a significant number of these contributions introduce or fail to address critical security vulnerabilities.

Categories Science

Securing Post-Quantum Crypto Pipelines: A Formally Verified Approach

23.04.2026 by Ray Dalio

New research demonstrates that rigorously applying masking techniques at each stage of a Number Theoretic Transform pipeline is critical for preventing side-channel attacks in post-quantum cryptography hardware.

Categories Science

Beyond Fibonacci: Exploring q-Metallic Number Sequences

23.04.2026 by Ray Dalio

This research delves into the analytical behavior of q-deformed metallic numbers, a generalization of the familiar Fibonacci sequence.

Categories Science

Code Generation Gets a Boost: Diffusion Models Weather Quantization Better Than Rivals

23.04.2026 by Ray Dalio

The study demonstrates a latency-precision trade-off between the CoDA and Qwen3 GPTQ models, highlighting how reduced computational demands impact the accuracy of large language model outputs.

New research reveals that diffusion-based language models demonstrate superior resilience to performance loss when compressed using quantization techniques, opening doors for efficient code generation on limited hardware.

Categories Science

When AI Loses Its Voice: Decoding the Limits of Model Compression

23.04.2026 by Ray Dalio

Early layers of Llama and Mistral models exhibit acute sensitivity to two-bit quantization, precipitating catastrophic performance drops within the Failure Subset and demonstrating a vulnerability inherent in their initial feature representations.

New research reveals that shrinking large language models isn’t always a straightforward trade-off, exposing two fundamentally different ways these systems can break down.

Categories Science

Beyond Fiber: Scaling Quantum Security Across Networks

23.04.2026 by Ray Dalio

A testbed spanning Galicia and the Basque Country demonstrates a hybrid quantum-classical key distribution network, utilizing physically secured [latex]QKD[/latex] links-propagating keys via [latex]ETSI\,020[/latex] with [latex]QKD[/latex] and post-quantum cryptography-alongside [latex]ETSI\,020[/latex] interfaces secured solely with post-quantum cryptography, while vendor key management systems distribute [latex]QKD[/latex] keys via [latex]ETSI\,014[/latex] calls to key management transfer station nodes.

A new approach to key distribution leverages hybrid quantum and post-quantum cryptography to connect geographically separated quantum key distribution systems.

Categories Science

The Shifting Structure of Metallic Glasses

23.04.2026 by Ray Dalio

New research reveals the surprising atomic architecture within Gd-based metallic glasses, linking their unusual properties to a dynamic interplay of short-range order and interstitial atoms.

Categories Science
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