#vulnerability-detection

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5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.8 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.4 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.4 VoiceCodeBench arXiv paper proposes benchmark for exact structured-token recovery in speech recognition — 1 src1.4 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.4 Study Analyzes Self-Reported Limitations in NLP Research — 1 src5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.8 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.4 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.4 VoiceCodeBench arXiv paper proposes benchmark for exact structured-token recovery in speech recognition — 1 src1.4 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.4 Study Analyzes Self-Reported Limitations in NLP Research — 1 src

2 curated events

papersTODAY 04:00 UTC

Fisher-Guided Adaptive Multimodal Fusion Proposed for Vulnerability Detection

A new arXiv preprint treats software vulnerability detection as a binary classification task and proposes a fusion approach guided by Fisher information to combine natural code sequence representations with other modalities. The method aims to adaptively weight each modality's contribution rather than fusing them uniformly. The work targets improved accuracy in flagging code snippets that contain security defects.

vulnerability-detection/multimodal/code-security/arxiv

papersSEP 12 04:00 UTC

arXiv paper proposes black-box detection of indirect prompt injection flaws in MCP servers

A new arXiv preprint describes an approach for finding indirect prompt injection vulnerabilities in MCP servers without needing system access or live interaction. The method works from descriptions alone, targeting third-party audits of closed-source, remotely hosted, or commercially gated software where conventional analysis is not possible. The authors position it as a way to assess critical systems that analysts cannot directly inspect or probe.

prompt-injection/mcp/security/vulnerability-detection