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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Tian-Yu Yu

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Review Sep 2026

Can AI Remediate Backend Failures Safely? GuardedAct with Blast-Radius-Aware Sandboxing

Large Language Models (LLMs) have shown promising capabilities in generating remediation actions for microservice failures. However, directly executing AI-generated repair actions in production risks cascading collateral damage. We propose GuardedAct, a sandbox-first remediation framework that interposes a blast-radius...

Wan-Rong Cai, Tian-Yu Yu, Shao-Rui Pi et al. · 0 citations
Conference Open access Aug 2026

SecOps-Agent: Policy-Grounded LLM-Assisted Security Incident Response for Production Environments

Security Operations Centers (SOCs) face increasing pressure from alert fatigue and complex incident response requirements across heterogeneous production environments. While Large Language Models (LLMs) show promise in automating security workflows, their deployment in production settings raises significant concerns ab...

Wen-Rui Ma, Wan-Rong Cai, Tian-Yu Yu et al. · 0 citations

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