Arbitrary code execution via unsafe input expression evaluation
Published May 20, 2022 · Updated Apr 22, 2025
Code injection in vulnerable TensorFlow releases allows local users to execute arbitrary code through the saved_model_cli run command. The load_inputs_from_input_arg_string path passes attacker-controlled --input_exprs values to preprocess_input_exprs_arg_string with safe=False, causing eval to execute the expression. Exploitation requires manual invocation with a malicious expression, and successful code runs with the local account's privileges.
Summary
What happened
Code injection in vulnerable TensorFlow releases allows local users to execute arbitrary code through the saved_model_cli run command. The load_inputs_from_input_arg_string path passes attacker-controlled --input_exprs values to preprocess_input_exprs_arg_string with safe=False, causing eval to execute the expression. Exploitation requires manual invocation with a malicious expression, and successful code runs with the local account's privileges.
The record
- CVE
- CVE-2022-29216
- Published
- May 20, 2022
- Updated
- Apr 22, 2025
- Vendor
- Product
- TensorFlow
- Classifications
- CWE-94, T1059.006
- Attack vector
- local
- Privileges
- authenticated
Timeline
How it unfolded
- May 20, 2022CVE publishedPublication date reported by the CVE source.
- Apr 22, 2025Record updatedLatest update available in the CVE record.
Exploitability
Present is not the same as exploitable
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Is a vulnerable build present?
Compare these published version ranges with your installed build and any vendor patches.
- Affected versionversion=< 2.6.4
- Affected versionversion=>= 2.7.0rc0, < 2.7.2
- Affected versionversion=>= 2.8.0rc0, < 2.8.1
- Affected versionversion=>= 2.9.0rc0, < 2.9.0
What conditions does exploitation require?
What is affected?
Published CVSS scores
CVSS describes severity. EPSS estimates exploitation probability.
Attacks
What attackers are doing with it
Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.
Weakness, pattern, technique
Public exploit references
- saved_model_cli input expression proof of conceptproof of concept · demonstrated
Labels summarize the accepted research assessment. They do not indicate a test against your environment.
Technologies
Your stack
See the directory against your own environment.
Your stack
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