streaming apis

The streaming apis tag on WindowsForum.com covers discussions about security vulnerabilities in streaming data transmission, particularly in the context of large language models (LLMs) and cloud-hosted services. A notable thread highlights the Whisper Leak exploit, where Microsoft's security team discovered that TLS-encrypted streaming responses from LLMs can leak conversation topics through side-channel analysis of packet sizes and timing. This tag is relevant for IT professionals and developers concerned with privacy risks in real-time data streaming, encryption weaknesses, and Microsoft's security research. Topics include network metadata analysis, side-channel attacks, and implications for enterprise AI deployments.