IEEE

Shallow-to-Deep and Slack Matching for Self-Distillation

Abstract: Self-knowledge distillation (self-KD) is an attractive technique that empowers the student to distill knowledge within itself, in which one predominant self-KD scheme is to teach the shallow ...
InfoQ

Copy Fail and Dirty Frag: Linux Page-Cache Exploits Target Every Major Distribution

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Microsoft

CVE-2026-31431: Copy Fail vulnerability enables Linux root privilege escalation across cloud environments

Microsoft Defender is investigating a high-severity local privilege escalation vulnerability (CVE-2026-31431) affecting multiple major Linux distributions including Red Hat, SUSE, Ubuntu, and AWS ...
the-decoder

AI agents can now hack computers and copy themselves, and they're getting better fast

Security research lab Palisade Research demonstrates that AI agents can break into remote computers and replicate themselves. In one year, the success rate jumped from 6 to 81 percent. A public ...
IEEE

DS-BTIAN: A Novel Deep-Shallow Bidirectional Transformer Interactive Attention Network for Multimodal Emotion Recognition

Abstract: In this work, we propose a novel Deep-Shallow Bidirectional Transformer Interactive Attention Network (DS-BTIAN) designed for robust multimodal emotion recognition. DS-BTIAN leverages ...