Update dependency mlflow to v3 [SECURITY] #4916
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This PR contains the following updates:
==2.21.3->==3.5.0Warning
Some dependencies could not be looked up. Check the Dependency Dashboard for more information.
MLflow Weak Password Requirements Authentication Bypass Vulnerability
BIT-mlflow-2025-11200 / CVE-2025-11200 / GHSA-6xj8-rrqx-r4cv
More information
Details
MLflow Weak Password Requirements Authentication Bypass Vulnerability. This vulnerability allows remote attackers to bypass authentication on affected installations of MLflow. Authentication is not required to exploit this vulnerability.
The specific flaw exists within the handling of passwords. The issue results from weak password requirements. An attacker can leverage this vulnerability to bypass authentication on the system. Was ZDI-CAN-26916.
Severity
CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:HReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
MLFlow SSRF via gateway_proxy_handler
BIT-mlflow-2025-52967 / CVE-2025-52967 / GHSA-wxj7-3fx5-pp9m / PYSEC-2025-52
More information
Details
gateway_proxy_handler in MLflow before 3.1.0 lacks gateway_path validation.
Severity
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:N/I:L/A:NReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
MLflow Tracking Server Model Creation Directory Traversal Remote Code Execution Vulnerability
BIT-mlflow-2025-11201 / CVE-2025-11201 / GHSA-5cvj-7rg6-jggj
More information
Details
MLflow Tracking Server Model Creation Directory Traversal Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of MLflow Tracking Server. Authentication is not required to exploit this vulnerability.
The specific flaw exists within the handling of model file paths. The issue results from the lack of proper validation of a user-supplied path prior to using it in file operations. An attacker can leverage this vulnerability to execute code in the context of the service account. Was ZDI-CAN-26921.
Severity
CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:HReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
BIT-mlflow-2025-52967 / CVE-2025-52967 / GHSA-wxj7-3fx5-pp9m / PYSEC-2025-52
More information
Details
gateway_proxy_handler in MLflow before 3.1.0 lacks gateway_path validation.
Severity
Unknown
References
This data is provided by OSV and the PyPI Advisory Database (CC-BY 4.0).
MLFlow unsafe deserialization
BIT-mlflow-2024-37059 / CGA-2xhw-w75q-cpqg / CVE-2024-37059 / GHSA-wf7f-8fxf-xfxc
More information
Details
Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with.
Severity
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:HReferences
This data is provided by OSV and the GitHub Advisory Database (CC-BY 4.0).
Release Notes
mlflow/mlflow (mlflow)
v3.5.0Compare Source
MLflow 3.5.0 includes several major features and improvements!
Major Features
Features
unlink_traces_from_runbatch operation (#18316, @harupy)__repr__method for Judges (#17794, @BenWilson2)Bug Fixes
get_traceto improve reliability (#18224, @B-Step62)to_predict_fnto handle traces without tags field (#17784, @harupy)delete_trace_tagto prevent 404 errors (#18232, @copilot-swe-agent)job_startAPI (#18226, @BenWilson2)merge_records()API (#18047, @BenWilson2)allow_missingis set (#17541, @mr-brobot)to_evaluation_datasetmethod (#17886, @sadelcarpio)mlflow serverexiting immediately when optionalhueypackage is missing (#18016, @harupy)Documentation Updates
max_few_show_examplestomax_few_shot_examples(#18246, @srinathmkce)Small bug fixes and documentation updates:
#18349, #18338, #18241, #18319, #18309, #18292, #18280, #18239, #18236, #17786, #18003, #17970, #17898, #17765, #17667, @serena-ruan; #18346, #17882, @dbrx-euirim; #18306, #18208, #18165, #18110, #18109, #18108, #18107, #18105, #18104, #18100, #18099, #18155, #18079, #18082, #18078, #18077, #18083, #18030, #18001, #17999, #17712, #17785, #17756, #17729, #17731, #17733, @daniellok-db; #18339, #18291, #18222, #18210, #18124, #18101, #18054, #18053, #18007, #17922, #17823, #17822, #17805, #17789, #17750, #17752, #17760, #17758, #17688, #17689, #17693, #17675, #17673, #17656, #17674, @harupy; #18331, #18308, #18303, #18146, @smoorjani; #18315, #18279, #18310, #18187, #18225, #18277, #18193, #18223, #18209, #18200, #18178, #17574, #18021, #18006, #17944, @B-Step62; #18290, #17946, #17627, @bbqiu; #18274, @Ninja3047; #18204, #17868, #17866, #17833, #17826, #17835, @TomeHirata; #18273, #18043, #17928, #17931, #17936, #17937, @dbczumar; #18185, #18180, #18174, #18170, #18167, #18164, #18168, #18166, #18162, #18160, #18159, #18157, #18156, #18154, #18148, #18145, #18135, #18143, #18142, #18139, #18132, #18130, #18119, #18117, #18115, #18102, #18075, #18046, #18062, #18042, #18051, #18036, #18027, #18014, #18011, #18009, #18004, #17903, #18000, #18002, #17973, #17993, #17989, #17984, #17968, #17966, #17967, #17962, #17977, #17976, #17972, #17965, #17964, #17963, #17969, #17971, #17939, #17926, #17924, #17915, #17911, #17912, #17904, #17902, #17900, #17897, #17892, #17889, #17888, #17885, #17884, #17878, #17874, #17873, #17871, #17870, #17865, #17860, #17861, #17859, #17857, #17856, #17854, #17853, #17851, #17849, #17850, #17847, #17845, #17846, #17844, #17843, #17842, #17838, #17836, #17834, #17831, #17824, #17828, #17819, #17825, #17817, #17821, #17809, #17807, #17808, #17803, #17800, #17799, #17797, #17793, #17790, #17772, #17771, #17769, #17770, #17753, #17762, #17747, #17749, #17745, #17740, #17734, #17732, #17726, #17723, #17722, #17721, #17719, #17720, #17718, #17716, #17713, #17715, #17710, #17709, #17708, #17707, #17705, #17697, #17701, #17698, #17696, #17695, @copilot-swe-agent; #18151, #18153, #17983, #18040, #17981, #17841, #17818, #17776, #17781, @BenWilson2; #18068, @alkispoly-db; #18133, @kevin-lyn; #17105, #17717, @joelrobin18; #17879, @lkuo; #17996, #17945, #17913, @WeichenXu123
v3.4.0Compare Source
MLflow 3.4.0rc0 includes several major features and improvements
Major New Features
make_judgeAPI enables creation of custom evaluation judges for assessing LLM outputs with domain-specific criteria. (#17647, @BenWilson2, @dbczumar, @alkispoly-db, @smoorjani)Features:
Bug fixes:
Documentation updates:
Small bug fixes and documentation updates:
#17655, #17657, #17597, #17545, #17547, @BenWilson2; #17671, @smoorjani; #17668, #17665, #17662, #17661, #17659, #17658, #17653, #17643, #17642, #17636, #17634, #17631, [#17628](https://redirect.github.co
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