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Category · 10 advisories

Models & APIs

Foundation models and their APIs: prompt injection, jailbreaks and data leakage.

OpenAI4Anthropic Claude3Google Gemini4Meta Llama3Mistral2DeepSeek4xAI Grok2
Timeline · advisories per quarter
12024 Q2
12024 Q3
22024 Q4
22025 Q1
22025 Q3
22026 Q4
All advisories, worst first
01. criticalSecret exposureNew this weekOpenCode Console breach exposed saved provider API keysOpenCode said a breach of its hosted OpenCode Console affected 1.4% of Console users who had linked external providers. Their saved OpenAI and Anthropic keys may have been exposed, and Anthropic revoked Claude keys it believed were affected. OpenCode Anthropic Claude OpenAI +1 more 2026-10-17 02. criticalAgent hijackingNew this weekCVE-2026-95182: DeepSeek Harness can be tricked into running a planted fake npxDeepSeek Harness (dsh), DeepSeek's developer-preview agent harness, launches MCP servers by bare command name. Injected content can get the model to drop a fake executable into node_modules/.bin, which then runs every time that MCP server starts. DeepSeek MCP SDKs & servers 2026-10-16 03. criticalData leakageDeepSeek left a database open with chat history and secretsWiz found a publicly accessible DeepSeek database that allowed full control over database operations, exposing over a million lines of logs with chat history and other sensitive data. DeepSeek 2025-01-29 04. highPrompt injectionGemini Trifecta: three injection flaws in Google’s Gemini suiteTenable found three now-fixed vulnerabilities in Gemini Cloud Assist, the Search Personalization model and the Browsing tool that exposed users to privacy risks, including search-injection. Google Gemini 2025-09-30 05. highPrompt injectionOWASP LLM01:2025: prompt injection is the top LLM app riskOWASP ranks prompt injection first in its Top 10 for LLM Applications 2025. Any app that feeds untrusted text to a model with tools or data access is exposed. OpenAI Anthropic Claude Google Gemini +4 more 2024-11-18 06. highPrompt injectionSpAIware: prompt injection writes into ChatGPT’s long-term memoryEmbrace The Red showed untrusted content planting persistent instructions in ChatGPT’s memory on the macOS app, so later chats kept sending data to the attacker. OpenAI 2024-09-20 07. mediumJailbreakGrok 4 jailbroken within 48 hours of launchNeuralTrust combined its Echo Chamber and Crescendo multi-turn techniques to jailbreak Grok 4 two days after release. xAI Grok 2025-07-11 08. mediumJailbreakDeepSeek R1 failed every harmful-prompt test in Cisco’s evaluationCisco ran algorithmic jailbreak testing against DeepSeek and other frontier reasoning models and published the results on 31 January 2025. DeepSeek 2025-01-31 09. mediumCode executionCVE-2024-50050: Llama Stack used pickle over socketsMeta’s Llama Stack used Python pickle to deserialise socket messages, which could allow remote code execution. It switched to JSON. Meta Llama 2024-10-23 10. mediumJailbreakMany-shot jailbreaking: long context windows weaken refusalsAnthropic published research showing that filling a long prompt with many fake dialogue examples can push models into answering requests they would normally refuse. Anthropic Claude OpenAI Google Gemini +2 more 2024-04-02
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