MongoDB 7.0.x < 7.0.35 / 8.0.x < 8.0.24 / 8.2.x < 8.2.10 / 8.3.x < 8.3.3 / 9.0.0-rc0 Multiple Vulnerabilities

The version of MongoDB installed on the remote host is 7.0.x prior to 7.0.35, 8.0.x prior to 8.0.24, 8.2.x prior to 8.2.10, or 8.3.x prior to 8.3.3. It is, therefore, affected by multiple vulnerabilities: - A bug in query analysis processing of the $vectorSearch aggregation stage for Queryable...

Differentially Private Federated Low Rank Adaptation beyond Fixed-Matrix

Large language models LLMs typically require fine-tuning for domain-specific tasks, and LoRA offers a computationally efficient approach by training low-rank adapters. LoRA is also communication-efficient for federated LLMs when multiple users collaboratively fine-tune a global LLM model without...

CVE-2025-6706 Running certain aggregation operations with the SBE engine may lead to unexpected behavior on MongoDB Server

An authenticated user may trigger a use after free that may result in MongoDB Server crash and other unexpected behavior, even if the user does not have authorization to shut down a server. The crash is triggered on affected versions by issuing an aggregation framework operation using a specific...