NVIDIA BioNeMo Deserialization Flaws

Insecure deserialization in NVIDIA BioNeMo Framework enables remote code execution when attackers can induce users to process malicious serialized data. This vulnerability (CWE-502) affects the BioNeMo Framework with network-reachable attack surface (AV:N) and low complexity (AC:L), requiring only user interaction (UI:R) but no authentication (PR:N). The CVSS 8.8 rating reflects critical impacts across confidentiality, integrity, and availability. No public exploit identified at time of analysis, though the deserialization vulnerability class is well-understood and commonly exploited. EPSS data not available for this CVE.

Deserialization of untrusted data in NVIDIA BioNeMo Framework enables local attackers to execute arbitrary code, cause denial of service, disclose sensitive information, or tamper with data when users open malicious files. CVSS 7.8 (High) reflects local attack vector requiring user interaction. EPSS data not available; no public exploit identified at time of analysis. Affects NVIDIA BioNeMo Framework, a platform for AI-driven drug discovery and biomolecular research.