这一切并非科幻想象，而是源于一项2025年底由国际研究团队发表的突破性成果——他们首次系统验证了参数量在10亿至200亿之间的SLM，能够在保持低计算开销的同时，对钓鱼网站实现高达89%的检测准确率。这项研究被《Help Net Security》于2025年11月26日重点报道，迅速引发安全产业界对“边缘智能防御”新范式的关注。 更关键的是，这类技术路径为中国等重视数据主权与本地化部署的国家，提 ...

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The bug allows attacker-controlled model servers to inject code, steal session tokens, and, in some cases, escalate to remote ...

Abstract: To perform reliable information processing in quantum computers, quantum error correction (QEC) codes are essential for the detection and correction of ...

Figure 1. Speedup on HumanEval. All the experiments are conducted with H100 80G GPUs. The part results of Ouroboros and Lookahead Decoding are reproduced with their official codes. Our PEARL framework ...

Neural decoding is the study of what information is available in the electrical activity (action potentials) of individual cells or networks of neurons. Studies of neural decoding aim to identify what ...

This is the official repository of paper Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching. We propose Distilled Decoding (DD) to distill a pre-trained image ...

The world tried to kill Andy off but he had to stay alive to to talk about what happened with databases in 2025.

Images are now parsed like language. OCR, visual context and pixel-level quality shape how AI systems interpret and surface content.

The explosive, easy-to-trigger vulnerability was exploited within hours of disclosure, exposing the risks of default ...

Abstract: Streaming forward erasure correction (FEC) is effective for achieving low-latency packet delivery over loss links. Two decoding strategies, namely the forward-first or backward-first ...