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CWE-502 (可信数据的反序列化) — Vulnerability Class 1687

1687 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)
IntegrityModify 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.
AvailabilityDoS: 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.
OtherVaries 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, ImplementationIf 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.
ImplementationWhen 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.
ImplementationExplicitly define a final object() to prevent deserialization.
Architecture and Design, ImplementationMake 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.
ImplementationAvoid 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 IDTitleCVSSSeverityPublished
CVE-2022-47986 IBM Aspera Faspex code execution — Aspera Faspex 9.8 Critical2023-02-17
CVE-2022-38111 SolarWinds Platform Deserialization of Untrusted Data Vulnerability — SolarWinds Platform 7.2 High2023-02-15
CVE-2022-47503 SolarWinds Platform Deserialization of Untrusted Data Vulnerability — SolarWinds Platform 7.2 High2023-02-15
CVE-2022-47504 SolarWinds Platform Deserialization of Untrusted Data Vulnerability — SolarWinds Platform 7.2 High2023-02-15
CVE-2022-47507 SolarWinds Platform Deserialization of Untrusted Data Vulnerability — SolarWinds Platform 7.2 High2023-02-15
CVE-2023-23836 SolarWinds Platform Deserialization of Untrusted Data Vulnerability — SolarWinds Platform 7.2 High2023-02-15
CVE-2023-21713 Microsoft SQL Server Remote Code Execution Vulnerability — Microsoft SQL Server 2016 Service Pack 3 Azure Connect Feature Pack 8.8 High2023-02-14
CVE-2023-21710 Microsoft Exchange Server Remote Code Execution Vulnerability — Microsoft Exchange Server 2016 Cumulative Update 23 7.2 High2023-02-14
CVE-2023-21703 Azure Data Box Gateway Remote Code Execution Vulnerability — Azure Data Box Gateway 6.5 Medium2023-02-14
CVE-2023-21529 Microsoft Exchange Server Remote Code Execution Vulnerability — Microsoft Exchange Server 2019 Cumulative Update 12 8.8 High2023-02-14
CVE-2023-21568 Microsoft SQL Server Integration Service (VS extension) Remote Code Execution Vulnerability — SQL Server Integration Services for Visual Studio 2019 7.3 High2023-02-14
CVE-2023-21707 Microsoft Exchange Server Remote Code Execution Vulnerability — Microsoft Exchange Server 2016 Cumulative Update 23 8.8 High2023-02-14
CVE-2023-21706 Microsoft Exchange Server Remote Code Execution Vulnerability — Microsoft Exchange Server 2019 Cumulative Update 12 8.8 High2023-02-14
CVE-2023-25558 Deserialization of untrusted data in DataHub — datahub 7.5 High2023-02-10
CVE-2022-3568 ImageMagick Engine <= 1.7.5 - Cross-Site Request Forgery to PHAR Deserialization — ImageMagick Engine 8.8 High2023-02-09
CVE-2023-25194 Apache Kafka Connect API: Possible RCE/Denial of service attack via SASL JAAS JndiLoginModule configuration using Kafka Connect — Apache Kafka Connect API 8.8 -2023-02-07
CVE-2023-0669 Fortra GoAnywhere MFT License Response Servlet Command Injection — Goanywhere MFT 8.8 -2023-02-06
CVE-2023-24997 Apache InLong: Jdbc Connection Security Bypass — Apache InLong 9.8 -2023-02-01
CVE-2022-44645 Apache Linkis (incubating): The DatasourceManager module has a serialization attack vulnerability — Apache Linkis (incubating) 8.8 -2023-01-31
CVE-2022-32521 Schneider Electric StruxureWare Data Center Expert 代码问题漏洞 — Data Center Expert 7.1 High2023-01-30
CVE-2022-4890 abhilash1985 PredictApp Cookie new_framework_defaults_7_0.rb deserialization — PredictApp 6.3 Medium2023-01-16
CVE-2022-41778 Delta Electronics InfraSuite Device Master 代码问题漏洞 — InfraSuite Device Master 9.8 Critical2023-01-12
CVE-2023-21779 Visual Studio Code Remote Code Execution Vulnerability — Visual Studio Code 7.8 High2023-01-10
CVE-2023-21762 Microsoft Exchange Server Spoofing Vulnerability — Microsoft Exchange Server 2016 Cumulative Update 23 8.0 High2023-01-10
CVE-2023-21745 Microsoft Exchange Server Spoofing Vulnerability — Microsoft Exchange Server 2016 Cumulative Update 23 8.0 High2023-01-10
CVE-2023-21744 Microsoft SharePoint Server Remote Code Execution Vulnerability — Microsoft SharePoint Enterprise Server 2016 8.8 High2023-01-10
CVE-2023-21538 .NET Denial of Service Vulnerability — .NET 6.0 7.5 High2023-01-10
CVE-2021-32828 Regular expression Denial of Service in MooTools — Nuxeo 5.4 Medium2023-01-05
CVE-2021-32824 Regular expression Denial of Service in MooTools — Dubbo 9.8 Critical2023-01-03
CVE-2022-32224 Rails 代码问题漏洞 — https://github.com/rails/rails 9.8 -2022-12-05

Vulnerabilities classified as CWE-502 (可信数据的反序列化) represent 1687 CVEs. The CWE taxonomy describes the weakness; review individual CVEs for product-specific impact.