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CWE-502 (可信数据的反序列化) — Vulnerability Class 2492

2492 vulnerabilities classified as CWE-502 (可信数据的反序列化). AI Chinese analysis included.

CWE-502 represents a critical security weakness where applications deserialize untrusted data without validating its integrity or structure. Attackers typically exploit this vulnerability by crafting malicious serialized objects that, when processed by the application, trigger unintended code execution or logic flaws. This often leads to remote code execution, denial of service, or privilege escalation, as the deserialization process may instantiate dangerous classes or invoke unsafe methods. To mitigate this risk, developers must strictly avoid deserializing data from untrusted sources. Instead, they should implement robust input validation, use allowlists for permitted data types, or adopt safer serialization formats like JSON that do not inherently support arbitrary object instantiation. Additionally, employing cryptographic signatures to verify data authenticity before deserialization ensures that only trusted, unaltered payloads are processed, effectively neutralizing the threat of malicious object injection.

MITRE CWE Description
The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.
Common Consequences (3)
Integrity Modify Application Data, Unexpected State
Attackers can modify unexpected objects or data that was assumed to be safe from modification. Deserialized data or code could be modified without using the provided accessor functions, or unexpected functions could be invoked.
Availability DoS: Resource Consumption (CPU)
If a function is making an assumption on when to terminate, based on a sentry in a string, it could easily never terminate.
Other Varies by Context
The consequences can vary widely, because it depends on which objects or methods are being deserialized, and how they are used. Making an assumption that the code in the deserialized object is valid is dangerous and can enable exploitation. One example is attackers using gadget chains to perform una…
Mitigations (5)
Architecture and Design, Implementation If available, use the signing/sealing features of the programming language to assure that deserialized data has not been tainted. For example, a hash-based message authentication code (HMAC) could be used to ensure that data has not been modified.
Implementation When deserializing data, populate a new object rather than just deserializing. The result is that the data flows through safe input validation and that the functions are safe.
Implementation Explicitly define a final object() to prevent deserialization.
Architecture and Design, Implementation Make fields transient to protect them from deserialization. An attempt to serialize and then deserialize a class containing transient fields will result in NULLs where the transient data should be. This is an excellent way to prevent time, environment-based, or sensitive variables from being carried over and used improperly.
Implementation Avoid having unnecessary types or gadgets (a sequence of instances and method invocations that can self-execute during the deserialization process, often found in libraries) available that can be leveraged for malicious ends. This limits the potential for unintended or unauthorized types and gadgets to be leveraged by the attacker. Add only acceptable classes to an allowlist. Note: new gadgets are…
Examples (2)
This code snippet deserializes an object from a file and uses it as a UI button:
try { File file = new File("object.obj"); ObjectInputStream in = new ObjectInputStream(new FileInputStream(file)); javax.swing.JButton button = (javax.swing.JButton) in.readObject(); in.close(); }
Bad · Java
private final void readObject(ObjectInputStream in) throws java.io.IOException { throw new java.io.IOException("Cannot be deserialized"); }
Good · Java
In Python, the Pickle library handles the serialization and deserialization processes. In this example derived from [REF-467], the code receives and parses data, and afterwards tries to authenticate a user based on validating a token.
try { class ExampleProtocol(protocol.Protocol): def dataReceived(self, data): # Code that would be here would parse the incoming data # After receiving headers, call confirmAuth() to authenticate def confirmAuth(self, headers): try: token = cPickle.loads(base64.b64decode(headers['AuthToken'])) if not check_hmac(token['signature'], token['data'], getSecretKey()): raise AuthFail self.secure_data = token['data'] except: raise AuthFail }
Bad · Python
CVE ID Title CVSS Severity Published
CVE-2026-50517 Microsoft M365 Copilot Remote Code Execution Vulnerability — Microsoft 365 Copilot 9.9 Critical 2026-07-24
CVE-2026-21655 C-CURE 9000 and Victor application server - Deserialization of Untrusted Data — victor 8.7 High 2026-07-23
CVE-2026-65497 WordPress Complianz plugin <= 7.5.0 - PHP Object Injection vulnerability — Complianz 7.2 High 2026-07-23
CVE-2026-65493 WordPress Dokan Pro plugin <= 5.0.2 - PHP Object Injection vulnerability — Dokan Pro 7.5 High 2026-07-23
CVE-2026-59544 WordPress Thrive Quiz Builder plugin <= 10.9.3.0 - PHP Object Injection vulnerability — Thrive Quiz Builder 9.8 Critical 2026-07-23
CVE-2026-13190 PersistenceFramework Unsafe Type Resolution Vulnerability in Telerik UI for ASP.NET AJAX — Telerik UI for ASP.NET AJAX 8.1 High 2026-07-22
CVE-2026-13185 PersistenceFramework Cookie Deserialization Vulnerability in Telerik UI for ASP.NET AJAX — Telerik UI for ASP.NET AJAX 8.1 High 2026-07-22
CVE-2026-24232 NVIDIA Tranformers4Rec 反序列化注入漏洞 — Tranformers4Rec 4.3 Medium 2026-07-21
CVE-2026-64606 Apache Fory, Apache Fory: Class-registration bypass through an auto-admitted SerializedLambda capturing interface — Apache Fory - - 2026-07-21
CVE-2026-63767 ktransformers Unauthenticated Pickle Deserialization RCE via ZMQ — ktransformers 9.8 Critical 2026-07-20
CVE-2026-28220 Wazuh cluster DAPI arbitrary callable deserialization and RBAC context injection allow a cluster peer to execute privileged functions on the master node — wazuh 8.4 High 2026-07-20
CVE-2026-12484 Unsafe Deserialization in keras.layers.TorchModuleWrapper.from_config — keras-team/keras - - 2026-07-19
CVE-2026-8476 Disk Cache Deserialization Remote Code Execution Vulnerability — Langflow OSS 9.9 Critical 2026-07-17
CVE-2026-45162 Pimcore: Unsafe PHP Deserialization in Multiple Locations Without allowed_classes Restriction — pimcore 8.0 High 2026-07-17
CVE-2026-15008 Uncanny Automator <= 7.3.1.4 - Unauthenticated PHP Object Injection to Arbitrary File Deletion via Forminator Submitted-Field Token — Uncanny Automator – Easy Automation, Integration, Webhooks & Workflow Builder Plugin 8.1 High 2026-07-16
CVE-2026-24227 NVIDIA TensorRT 反序列化注入漏洞 — TensorRT 5.3 Medium 2026-07-14
CVE-2026-24220 NVIDIA TensorRT-LLM 反序列化注入漏洞 — TensorRT-LLM 6.4 Medium 2026-07-14
CVE-2026-47472 NVIDIA TensorRT-LLM 反序列化注入漏洞 — TensorRT-LLM 7.8 High 2026-07-14
CVE-2026-24233 NVIDIA TensorRT-LLM 反序列化注入漏洞 — TensorRT-LLM 8.4 High 2026-07-14
CVE-2026-50649 .NET Remote Code Execution Vulnerability — .NET 8.0 7.8 High 2026-07-14
CVE-2026-45077 Symfony: Unauthenticated PHP Object Deserialization in MonologBridge server:log Listener — symfony - - 2026-07-14
CVE-2026-55944 Microsoft Dynamics NAV and Microsoft Dynamics 365 Business Central (On Premises) Remote Code Execution Vulnerability — Microsoft Dynamics NAV 2018 9.8 Critical 2026-07-14
CVE-2026-50509 Wireless Wide Area Network Service (WwanSvc) Elevation of Privilege Vulnerability — Windows 10 Version 1607 7.8 High 2026-07-14
CVE-2026-50652 Azure Active Directory Denial of Service Vulnerability — Azure Active Directory 7.5 High 2026-07-14
CVE-2026-58644 Microsoft SharePoint Remote Code Execution Vulnerability — Microsoft SharePoint Enterprise Server 2016 9.8 Critical 2026-07-14
CVE-2026-50522 Microsoft SharePoint Remote Code Execution Vulnerability — Microsoft SharePoint Enterprise Server 2016 9.8 Critical 2026-07-14
CVE-2026-54118 Microsoft SQL Server Remote Code Execution Vulnerability — Microsoft SQL Server 2016 Service Pack 3 (GDR) 9.8 Critical 2026-07-14
CVE-2026-54117 Microsoft SQL Server Remote Code Execution Vulnerability — Microsoft SQL Server 2025 (CU 6) 9.8 Critical 2026-07-14
CVE-2026-55009 Microsoft Exchange Server Elevation of Privilege Vulnerability — Microsoft Exchange Server 2016 Cumulative Update 23 7.8 High 2026-07-14
CVE-2026-58233 Remote Code Execution vulnerability in SAP Change and Transport System Attach Tool (ctsattach) — SAP Change and Transport System Attach Tool (ctsattach) 7.6 High 2026-07-14

Vulnerabilities classified as CWE-502 (可信数据的反序列化) represent 2492 CVEs. The CWE taxonomy describes the weakness; review individual CVEs for product-specific impact.