csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2025-15031 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2...

biome-text (3.3.0), elemeno-ai-sdk (>=0.0.8, <=0.2.4) +5 more potentially affected by CVE-2025-15031 via mlflow (1.20.2)

mlflow PYPI version 1.20.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - biome-text 3.3.0 - elemeno-ai-sdk =0.0.8, =0.0.1, =0.2.1.2, =0.1.5, =2.5.1a1, =0.0.1, =0.0.48 Source cves: CVE-2025-15031 Source advisory:...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2025-15031 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2025-15031 Source advisory: OSV:GHSA-FHFF-QMM8-H2FP...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2025-14287 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH9F...

csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2025-14287 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2025-14287 Source advisory: OSV:GHSA-XCH3-2F9X-WH...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2026-2635 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2026-2635 Source advisory: OSV:GHSA-GQ3W-7JJ3-X7GR...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2026-2033 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2026-2033 Source advisory: OSV:GHSA-Q2R8-VMQ7-FPX2...

csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2026-2635 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2026-2635 Source advisory: OSV:GHSA-GQ3W-7JJ3-X7G...

csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2026-2033 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2026-2033 Source advisory: OSV:GHSA-Q2R8-VMQ7-FPX...

biome-text (3.3.0), elemeno-ai-sdk (>=0.0.8, <=0.2.4) +5 more potentially affected by CVE-2025-10279 via mlflow (1.20.2)

mlflow PYPI version 1.20.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - biome-text 3.3.0 - elemeno-ai-sdk =0.0.8, =0.0.1, =0.2.1.2, =0.1.5, =2.5.1a1, =0.0.1, =0.0.48 Source cves: CVE-2025-10279 Source advisory:...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2025-10279 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2025-10279 Source advisory: OSV:GHSA-4X5P-F36R-MXXR...

csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2025-10279 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2025-10279 Source advisory: OSV:GHSA-4X5P-F36R-MX...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2025-14279 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2025-14279 Source advisory: OSV:GHSA-PGQP-8H46-6X4J...

elemeno-ai-sdk (>=0.0.5, <=0.6.11), elemeno-mlops-cli (>=0.0.1, <=0.0.4) +22 more potentially affected by CVE-2025-11157 via feast (>=0.9.3, <=0.49.0)

feast PYPI version =0.9.3, =0.0.5, =0.0.1, =0.1.0, =0.3.0, =0.1.0rc3, =0.0.2, =1.0.0, =0.1.0, =0.1.33.dev3, =0.1.0, =0.6.19 and more Source cves: CVE-2025-11157 Source advisory: GHSA-34WM-4HW7-QFJV...

biome-text (3.3.0), elemeno-ai-sdk (>=0.0.8, <=0.2.4) +5 more potentially affected by CVE-2025-11200 via mlflow (1.20.2)

mlflow PYPI version 1.20.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - biome-text 3.3.0 - elemeno-ai-sdk =0.0.8, =0.0.1, =0.2.1.2, =0.1.5, =2.5.1a1, =0.0.1, =0.0.48 Source cves: CVE-2025-11200 Source advisory:...

analytics-zoo (>=0.5.0, <=0.10.0), bigdl (>=0.11.0, <=0.13.0.dev0) +4 more potentially affected by CVE-2025-55039 via pyspark (2.4.3)

pyspark PYPI version 2.4.3 is affected by a known vulnerability. The following packages have a transitive dependency on pyspark and may be impacted: - analytics-zoo =0.5.0, =0.11.0, =0.1.0, =0.1.2, =0.1.8 Source cves: CVE-2025-55039 Source advisory: OSV:GHSA-6P6V-M64V-JX8Q...

analytics-zoo (>=0.5.0, <=0.10.0), bigdl (>=0.11.0, <=0.13.0.dev0) +4 more potentially affected by CVE-2025-55039 via pyspark (2.4.3)

pyspark PYPI version 2.4.3 is affected by a known vulnerability. The following packages have a transitive dependency on pyspark and may be impacted: - analytics-zoo =0.5.0, =0.11.0, =0.1.0, =0.1.2, =0.1.8 Source cves: CVE-2025-55039 Source advisory: OSV:PYSEC-2025-184...

csc-mlops (>=0.8.0, <=0.9.18), email-cleaning-service (>=0.0.1, <=1.0.0) +1 more potentially affected by CVE-2025-52967 via mlflow (2.0.1)

mlflow PYPI version 2.0.1 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.8.0, =0.0.1, =1.6.1, =1.6.2 Source cves: CVE-2025-52967 Source advisory: OSV:PYSEC-2025-52...

csc-mlops (>=0.9.21, <=0.10.0), mlflow-cratedb (2.10.0) +1 more potentially affected by CVE-2025-52967 via mlflow (2.10.0)

mlflow PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - csc-mlops =0.9.21, =0.10.0 - mlflow-cratedb 2.10.0 - refract-mlflow-plugin 1.0.3 Source cves: CVE-2025-52967 Source advisory: OSV:PYSEC-2025-52...

Towards Secure MLOps: Surveying Attacks, Mitigation Strategies, and Research Challenges

The rapid adoption of machine learning ML technologies has driven organizations across diverse sectors to seek efficient and reliable methods to accelerate model development-to-deployment. Machine Learning Operations MLOps has emerged as an integrative approach addressing these requirements by...