Tendenci Affected by Authenticated Remote Code Execution via Pickle Deserialization

A critical deserialization vulnerability exists in Tendenci Helpdesk module NOTE, by default, Helpdesk is NOT enabled, affecting the version 15.3.11 and earlier. This vulnerability allows remote code execution RCE by an authenticated user with staff security level due to using Python's pickle...

PYSEC-2026-2010 vLLM affected by RCE via auto_map dynamic module loading during model initialization

Summary vLLM loads Hugging Face automap dynamic modules during model resolution without gating on trustremotecode, allowing attacker-controlled Python code in a model repo/path to execute at server startup. --- Impact An attacker who can influence the model repo/path local directory or remote...

vLLM affected by RCE via auto_map dynamic module loading during model initialization

SummaryvLLM loads Hugging Face automap dynamic modules during model resolution without gating on trustremotecode, allowing attacker-controlled Python code in a model repo/path to execute at server startup.--- ImpactAn attacker who can influence the model repo/path local directory or remote Huggin...

PYSEC-2026-1950 Tendenci Affected by Authenticated Remote Code Execution via Pickle Deserialization

A critical deserialization vulnerability exists in Tendenci Helpdesk module NOTE, by default, Helpdesk is NOT enabled, affecting the version 15.3.11 and earlier. This vulnerability allows remote code execution RCE by an authenticated user with staff security level due to using Python's pickle...

Fickling has a bypass via runpy.run_path() and runpy.run_module()

Fickling's assessmentrunpy was added to the list of unsafe imports https://github.com/trailofbits/fickling/commit/9a2b3f89bd0598b528d62c10a64c1986fcb09f66. Original report SummaryFickling versions up to and including 0.1.6 do not treat Python’s runpy module as unsafe. Because of this, a malicious...

Fickling Blocklist Bypass: cProfile.run()

Fickling's assessmentcProfile was added to the list of unsafe imports https://github.com/trailofbits/fickling/commit/dc8ae12966edee27a78fe05c5745171a2b138d43. Original report Description SummaryFickling versions up to and including 0.1.6 do not treat Python's cProfile module as unsafe. Because of...

PYSEC-2026-1372 Fickling has Static Analysis Bypass via Incomplete Dangerous Module Blocklist

Fickling's assessment ctypes, importlib, runpy, code and multiprocessing were added the list of unsafe imports https://github.com/trailofbits/fickling/commit/9a2b3f89bd0598b528d62c10a64c1986fcb09f66, https://github.com/trailofbits/fickling/commit/eb299b453342f1931c787bcb3bc33f3a03a173f9,...

PYSEC-2026-1370 Fickling vulnerable to detection bypass due to "builtins" blindness

Fickling's assessment Fickling started emitting AST nodes for builtins imports in order to match them during analysis https://github.com/trailofbits/fickling/commit/9f309ab834797f280cb5143a2f6f987579fa7cdf. Original report Summary Fickling works by Pickle bytecode -- AST -- Security analysis...

PYSEC-2026-1373 Fickling has a bypass via runpy.run_path() and runpy.run_module()

Fickling's assessment runpy was added to the list of unsafe imports https://github.com/trailofbits/fickling/commit/9a2b3f89bd0598b528d62c10a64c1986fcb09f66. Original report Summary Fickling versions up to and including 0.1.6 do not treat Python’s runpy module as unsafe. Because of this, a malicio...

PYSEC-2026-1371 Fickling Blocklist Bypass: cProfile.run()

Fickling's assessment cProfile was added to the list of unsafe imports https://github.com/trailofbits/fickling/commit/dc8ae12966edee27a78fe05c5745171a2b138d43. Original report Description Summary Fickling versions up to and including 0.1.6 do not treat Python's cProfile module as unsafe. Because ...

Picklescan does not block ctypes

SummaryPicklescan doesnt flag ctypes module as a dangerous module, which is a huge issue. ctypes is basically a foreign function interface library and can be used to Load DLLs Call C functions directly Manipulate memory raw pointers.This can allow attackers to achieve RCE by invoking direct...

PYSEC-2026-1785 Picklescan has Incomplete List of Disallowed Inputs

Summary Currently picklescanner only blocks some specific functions of the pydoc and operator modules. Attackers can use other functions within these allowed modules to go through undetected and achieve RCE on the final user. Particularly pydoc.locate: Can dynamically resolve and import arbitrary...

PYSEC-2026-1782 Picklescan does not block ctypes

Summary Picklescan doesnt flag ctypes module as a dangerous module, which is a huge issue. ctypes is basically a foreign function interface library and can be used to Load DLLs Call C functions directly Manipulate memory raw pointers. This can allow attackers to achieve RCE by invoking direct...

Picklescan vulnerable to Arbitrary File Writing

SummaryPicklescan has got open and shutil in its default dangerous blocklist to prevent arbitrary file overwrites. However the module distutils isnt blocked and can be used for the same purpose ie to write arbitrary files. DetailsThis is another vulnerability which impacts the downstream user.By...

vLLM vulnerable to remote code execution via transformers_utils/get_config

Summaryvllm has a critical remote code execution vector in a config class named NemotronNanoVLConfig. When vllm loads a model config that contains an automap entry, the config class resolves that mapping with getclassfromdynamicmodule... and immediately instantiates the returned class. This fetch...

PYSEC-2026-2015 vLLM vulnerable to remote code execution via transformers_utils/get_config

Summary vllm has a critical remote code execution vector in a config class named NemotronNanoVLConfig. When vllm loads a model config that contains an automap entry, the config class resolves that mapping with getclassfromdynamicmodule... and immediately instantiates the returned class. This...

PYSEC-2026-1217 BBOT's gitlab.py exposes globally configured "gitlab" API key

Summary bbot's gitlab.py sends the user's "gitlab" API key to on-premise GitLab instances. If a user has configured a gitlab.com API key using this mechanism, it may be leaked to an attacker-controlled server. Impact A user with a "gitlab" API key configured who uses bbot to scan a malicious...

PYSEC-2026-1216 BBOT's git_clone.py can expose users' GitHub API keys to an attacker-controlled webserver

Summary Due to unsafe URL handling, bbot's gitclone.py can be made to leak a user's github.com API key to an attacker-controlled webserver. Impact A user who has placed their github.com API key in the configuration for any of the following modules: githubcodesearch githubworkflows gitlab gitclone...

BBOT's git_clone.py can expose users' GitHub API keys to an attacker-controlled webserver

SummaryDue to unsafe URL handling, bbot's gitclone.py can be made to leak a user's github.com API key to an attacker-controlled webserver. ImpactA user who has placed their github.com API key in the configuration for any of the following modules: githubcodesearch githubworkflows gitlab gitclone...

DataChain Vulnerable to Deserialization of Untrusted Data from Environment Variables

The DataChain library reads serialized objects from environment variables such as DATACHAINMETASTORE and DATACHAINWAREHOUSE in the loader.py module. An attacker with the ability to set these environment variables can trigger code execution when the application loads...