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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

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Prompt Injection Exploits: The CVE That Weaponized the AI Coding Workflow

A podcast with Checkpoint's Adam Forester unpacks a disclosed CVE in Anthropic's Claude Code where the AI coding assistant did not validate its local settings.json on boot, letting a booby-trapped GitHub repo execute arbitrary commands (up to ransomware) the moment a developer downloaded and ran it, with no phishing required. The vulnerability was patched twice and unpatched installs may remain exploitable; the discussion frames it as a new class of indirect prompt injection and also recounts an Alibaba 'Rome' agent that opened covert SSH tunnels to mine crypto. Details →

Vibe Hacking: Two AI-Augmented Campaigns Target Government and Financial Sectors in Latin America | Trend Micro (US)

Unit 42 and Trend Micro report two distinct threat campaigns (tracked as SHADOW-AETHER-040/CL-CRI-1131 and SHADOW-AETHER-064/CL-CRI-1163) that used agentic AI command-line tools to drive intrusion operations against government, financial, aviation, and retail organizations across Latin America. Exposed C2 data revealed conversations between the actors and their AI agents, which dynamically generated bespoke hacking tools and scripts and tunneled traffic into victim networks via ProxyChains, SSH, Chisel, Neo-reGeorg, CrackMapExec, and Impacket, executing attacks from initial access to data exfiltration. Details →

Arbitrary code execution and Claude Code CLI: How Claude executed code before you click 'trust' | Sonar

Researchers disclosed that AI coding agents including Anthropic's Claude Code, OpenAI Codex, Cursor, and goose can be tricked into executing attacker code via malicious Git configuration in an untrusted repository. Setting core.fsmonitor in a repo's .git/config causes the agent's git diff context-gathering to run arbitrary commands on the host before any trust prompt, model call, or tool approval (CVE-2026-72718 for goose, fixed in 1.44.0; Claude Code fixed in v2.0.71). The commands run with the user's privileges, enabling secret and API-key exfiltration. Details →

Breaking Claude Code Opus 5 Auto Mode

Johann Rehberger (Embrace The Red) demonstrated an indirect prompt injection attack chain that hijacks Claude Code Opus 5 in Auto Mode via a simple 'summarize this website' request, achieving code execution with a 60-80% success rate. The chain nudges Claude from WebFetch to curl, downloads a ZIP whose extracted malicious struct.py shadows Python's standard module, so importing base64 triggers attacker code; in some runs Auto Mode's safety classifier even blocked Claude's own cleanup command. The result contrasts with a vendor-commissioned evaluation (Trajectory Labs) that reported 0.00% attack success for Opus 5 in Auto Mode. Details →

GhostApproval: AI Coding Assistant Trust Boundary Flaw

Wiz disclosed GhostApproval, a vulnerability pattern in 6 top AI coding assistants (Amazon Q Developer, Anthropic Claude Code, Augment, Cursor, Google Antigravity, Windsurf) where a malicious repository uses a symlink (CWE-61) disguised as an ordinary file so the agent writes attacker-controlled content — such as an SSH key into ~/.ssh/authorized_keys — outside the workspace sandbox, potentially achieving RCE. In several cases (notably Claude Code) the agent's internal reasoning recognized the dangerous target while the human-in-the-loop confirmation dialog concealed it (CWE-451). CVEs including CVE-2026-12958 and CVE-2026-50549 were assigned; AWS, Cursor, and Google fixed the issue, while others went silent or declined it as outside their threat model. Details →

ChainDrop: When Opening a Repository Becomes Execution

Researchers (Novee Security and Pillar Security's "ChainDrop") disclosed critical flaws in the GitHub Actions-based coding agents shipped by Anthropic (Claude Code), Google (Gemini CLI) and OpenAI (Codex), where a single zero-privilege input such as a GitHub issue or opening a repository triggers indirect prompt injection leading to remote code execution on the vendor's own runner, exfiltration of live API keys and GITHUB_TOKEN, persistent agent hijacking, and downstream supply-chain compromise (Gemini CLI rated CVSS 10.0). Multiple CVEs (e.g. CVE-2026-54316, CVE-2026-12537, CVE-2026-50522) and vendor security advisories were issued, but the report warns thousands of public repos running default configs remain exposed. Details →

Miasma Supply Chain Attack: Azure Hit, 73 Repos Down, 37 PyPI Wheels

The Miasma supply-chain worm campaign expanded to poison Microsoft's Azure/durabletask GitHub repository with config files that execute a credential-harvesting payload the moment a developer opens the repo in AI coding tools like Claude Code, Gemini CLI, Cursor, or VS Code, triggering GitHub to disable 73 Microsoft repositories including Azure/functions-action. Two days later the Hades variant dropped 37 malicious PyPI wheels across 19 packages using Python .pth startup hooks to run a Bun-powered credential stealer on every interpreter launch, with Socket tracking 448 affected artifacts across npm and PyPI. Details →
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