First reported arxiv.org
Lead dispatch
First reported · updated · 3 reports embracethered.com
AWS Kiro: Arbitrary Code Execution via Indirect Prompt Injection
Researchers found a vulnerability (CVE-2026-10591) in AWS Kiro, an agentic IDE, where hidden instructions planted in a web page or source file that Kiro processes can trigger indirect prompt injection to rewrite Kiro's own MCP server configuration (~/.kiro/settings/mcp.json) or allowlist arbitrary Bash commands in .vscode/settings.json, achieving arbitrary code execution on the developer's machine with no approval prompt. The human-in-the-loop approval boundary is bypassed because Kiro can write to these config files without user consent, and AWS has issued a fix and CVE.indirect-prompt-injection · prompt-injection · remote-code-execution · tool-abuse · config-poisoning
ai-agents · mcp · llm · agentic-ide
The wire · latest
First reported · updated · 4 reports arxiv.org
Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies
A survey paper by Kiarash Ahi and Saeed Valizadeh reviews over 70 academic papers, industry reports, and technical documents on the dual-use of LLMs and generative AI in cybersecurity, covering AI-generated malware, zero-day detection, explainable AI, and defensive strategies. Drawing on case studies from platforms like Google Play Protect, Microsoft Defender, and Hugging Face, it offers recommendations including model watermarking, adversarial defense, and cross-industry collaboration. Details →How the wire is made
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