CWE-502
Deserialization of Untrusted Data
The product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.
CVE-2024-11039 (GCVE-0-2024-11039)
Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-03-20 18:32
VLAI
Title
Deserialization of Untrusted Data in binary-husky/gpt_academic
Summary
A pickle deserialization vulnerability exists in the Latex English error correction plug-in function of binary-husky/gpt_academic versions up to and including 3.83. This vulnerability allows attackers to achieve remote command execution by deserializing untrusted data. The issue arises from the inclusion of numpy in the deserialization whitelist, which can be exploited by constructing a malicious compressed package containing a merge_result.pkl file and a merge_proofread_en.tex file. The vulnerability is fixed in commit 91f5e6b.
Severity
8.8 (High)
SSVC
Exploitation: poc
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| binary-husky | binary-husky/gpt_academic |
Affected:
unspecified , < 91f5e6b
(custom)
|
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CVE-2024-11041 (GCVE-0-2024-11041)
Vulnerability from cvelistv5 – Published: 2025-03-20 10:10 – Updated: 2025-03-20 18:18
VLAI
Title
Remote Code Execution in vllm-project/vllm
Summary
vllm-project vllm version v0.6.2 contains a vulnerability in the MessageQueue.dequeue() API function. The function uses pickle.loads to parse received sockets directly, leading to a remote code execution vulnerability. An attacker can exploit this by sending a malicious payload to the MessageQueue, causing the victim's machine to execute arbitrary code.
Severity
9.8 (Critical)
SSVC
Exploitation: poc
Automatable: yes
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
1 reference
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| vllm-project | vllm-project/vllm |
Affected:
unspecified , ≤ latest
(custom)
|
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CVE-2024-11145 (GCVE-0-2024-11145)
Vulnerability from cvelistv5 – Published: 2024-11-26 19:17 – Updated: 2024-11-26 19:39
VLAI
Title
Easy Folder Listing Pro deserialization vulnerability
Summary
Valor Apps Easy Folder Listing Pro has a deserialization vulnerability that allows an unauthenticated, remote attacker to execute arbitrary code with the privileges of the Joomla! application. Fixed in versions 3.8 and 4.5.
Severity
9.8 (Critical)
SSVC
Exploitation: poc
Automatable: yes
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
Impacted products
3 products
| Vendor | Product | Version | |
|---|---|---|---|
| Valor Apps | Easy Folder Listing Pro |
Affected:
3.7 , < 3.8
(custom)
Unaffected: 3.8 Affected: 4.4 , < 4.5 (custom) Unaffected: 4.5 |
|
| valor_apps | easy_folder_listing_pro |
Affected:
3.7 , < 3.8
(custom)
cpe:2.3:a:valor_apps:easy_folder_listing_pro:3.7:*:*:*:*:*:*:* |
|
| valor_apps | easy_folder_listing_pro |
Affected:
4.4 , < 4.5
(custom)
cpe:2.3:a:valor_apps:easy_folder_listing_pro:4.4:*:*:*:*:*:*:* |
Date Public
2024-11-11 00:00
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CVE-2024-11392 (GCVE-0-2024-11392)
Vulnerability from cvelistv5 – Published: 2024-11-22 21:23 – Updated: 2024-11-26 16:35
VLAI
Title
Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability
Summary
Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.
The specific flaw exists within the handling of configuration files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-24322.
Severity
7.5 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
1 reference
| URL | Tags |
|---|---|
| https://www.zerodayinitiative.com/advisories/ZDI-… | x_research-advisory |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| Hugging Face | Transformers |
Affected:
940fde8dafaecb8f17b588c5078291f1c1a420c8
|
|
| huggingface | transformers |
Affected:
MobileViTV2
cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:* |
Date Public
2024-11-19 14:27
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CVE-2024-11393 (GCVE-0-2024-11393)
Vulnerability from cvelistv5 – Published: 2024-11-22 21:23 – Updated: 2024-12-04 21:13
VLAI
Title
Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
Summary
Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.
The specific flaw exists within the parsing of model files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-25191.
Severity
8.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
1 reference
| URL | Tags |
|---|---|
| https://www.zerodayinitiative.com/advisories/ZDI-… | x_research-advisory |
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| Hugging Face | Transformers |
Affected:
8820fe8b8c4b9da94cf1e4761876f85c562e0efe
|
Date Public
2024-11-19 14:27
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CVE-2024-11394 (GCVE-0-2024-11394)
Vulnerability from cvelistv5 – Published: 2024-11-22 21:23 – Updated: 2024-12-04 21:13
VLAI
Title
Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
Summary
Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.
The specific flaw exists within the handling of model files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-25012.
Severity
8.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
1 reference
| URL | Tags |
|---|---|
| https://www.zerodayinitiative.com/advisories/ZDI-… | x_research-advisory |
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| Hugging Face | Transformers |
Affected:
026a173a64372e9602a16523b8fae9de4b0ff428
|
Date Public
2024-11-19 14:27
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CVE-2024-11409 (GCVE-0-2024-11409)
Vulnerability from cvelistv5 – Published: 2024-11-21 02:06 – Updated: 2026-04-08 17:12
VLAI
Title
Grid View Gallery <= 1.0 - Authenticated (Editor+) PHP Object Injection
Summary
The Grid View Gallery plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 1.0 via deserialization of untrusted input from cs_all_photos_details parameter. This makes it possible for authenticated attackers, with Editor-level access and above, to inject a PHP Object. No known POP chain is present in the vulnerable software. If a POP chain is present via an additional plugin or theme installed on the target system, it could allow the attacker to delete arbitrary files, retrieve sensitive data, or execute code.
Severity
7.2 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| priyajain2802 | Grid View Gallery |
Affected:
0 , ≤ 1.0
(semver)
|
|
| priyajain2802 | grid_view_gallery |
Affected:
0 , ≤ 1.0
(semver)
cpe:2.3:a:priyajain2802:grid_view_gallery:*:*:*:*:*:*:*:* |
Credits
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CVE-2024-11465 (GCVE-0-2024-11465)
Vulnerability from cvelistv5 – Published: 2025-01-07 04:21 – Updated: 2026-04-08 16:38
VLAI
Title
Custom Product Tabs for WooCommerce <= 1.8.5 - Authenticated (Shop Manager+) PHP Object Injection
Summary
The Custom Product Tabs for WooCommerce plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 1.8.5 via deserialization of untrusted input in the 'yikes_woo_products_tabs' post meta parameter. This makes it possible for authenticated attackers, with Shop Manager-level access and above, to inject a PHP Object. No known POP chain is present in the vulnerable software. If a POP chain is present via an additional plugin or theme installed on the target system, it could allow the attacker to delete arbitrary files, retrieve sensitive data, or execute code.
Severity
7.2 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
7 references
Impacted products
1 product
| Vendor | Product | Version | |
|---|---|---|---|
| eherman24 | Custom Product Tabs for WooCommerce |
Affected:
0 , ≤ 1.8.5
(semver)
|
Credits
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CVE-2024-11501 (GCVE-0-2024-11501)
Vulnerability from cvelistv5 – Published: 2024-12-07 11:09 – Updated: 2026-04-08 17:01
VLAI
Title
Gallery <= 1.3 - Authenticated (Contributor+) PHP Object Injection
Summary
The Gallery plugin for WordPress is vulnerable to PHP Object Injection in all versions up to, and including, 1.3 via deserialization of untrusted input from wd_gallery_$id parameter. This makes it possible for authenticated attackers, with Contributor-level access and above, to inject a PHP Object. No known POP chain is present in the vulnerable software. If a POP chain is present via an additional plugin or theme installed on the target system, it could allow the attacker to delete arbitrary files, retrieve sensitive data, or execute code.
Severity
8.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator (v2.0.3)
CWE
- CWE-502 - Deserialization of Untrusted Data
Assigner
References
Impacted products
Credits
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CVE-2024-11662 (GCVE-0-2024-11662)
Vulnerability from cvelistv5 – Published: 2024-11-25 08:00 – Updated: 2024-11-26 15:32
VLAI
Title
welliamcao OpsManage API Endpoint deploy_api.py deploy_host_vars deserialization
Summary
A vulnerability was found in welliamcao OpsManage 3.0.1/3.0.2/3.0.3/3.0.4/3.0.5. It has been rated as critical. This issue affects the function deploy_host_vars of the file /apps/api/views/deploy_api.py of the component API Endpoint. The manipulation leads to deserialization. The attack may be initiated remotely. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
Severity
6.3 (Medium)
6.3 (Medium)
SSVC
Exploitation: poc
Automatable: no
Technical Impact: partial
CISA Coordinator (v2.0.3)
Assigner
References
5 references
| URL | Tags |
|---|---|
| https://vuldb.com/?id.285983 | vdb-entrytechnical-description |
| https://vuldb.com/?ctiid.285983 | signaturepermissions-required |
| https://vuldb.com/?submit.447290 | third-party-advisory |
| https://github.com/Sp1d3rL1/OpsManage_RCE | related |
| https://github.com/Sp1d3rL1/OpsManage_RCE/blob/ma… | exploit |
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| welliamcao | OpsManage |
Affected:
3.0.1
Affected: 3.0.2 Affected: 3.0.3 Affected: 3.0.4 Affected: 3.0.5 |
|
| welliamcao | opsmanage |
Affected:
3.0.1
Affected: 3.0.2 Affected: 3.0.3 Affected: 3.0.4 Affected: 3.0.5 cpe:2.3:a:welliamcao:opsmanage:*:*:*:*:*:*:*:* |
Credits
{
"containers": {
"adp": [
{
"affected": [
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"cpes": [
"cpe:2.3:a:welliamcao:opsmanage:*:*:*:*:*:*:*:*"
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"defaultStatus": "unknown",
"product": "opsmanage",
"vendor": "welliamcao",
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"metrics": [
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"other": {
"content": {
"id": "CVE-2024-11662",
"options": [
{
"Exploitation": "poc"
},
{
"Automatable": "no"
},
{
"Technical Impact": "partial"
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"role": "CISA Coordinator",
"timestamp": "2024-11-26T15:30:28.031150Z",
"version": "2.0.3"
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"dateUpdated": "2024-11-26T15:32:45.235Z",
"orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"shortName": "CISA-ADP"
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"title": "CISA ADP Vulnrichment"
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],
"cna": {
"affected": [
{
"modules": [
"API Endpoint"
],
"product": "OpsManage",
"vendor": "welliamcao",
"versions": [
{
"status": "affected",
"version": "3.0.1"
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{
"status": "affected",
"version": "3.0.2"
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"credits": [
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"lang": "en",
"type": "reporter",
"value": "sp1d3r (VulDB User)"
}
],
"descriptions": [
{
"lang": "en",
"value": "A vulnerability was found in welliamcao OpsManage 3.0.1/3.0.2/3.0.3/3.0.4/3.0.5. It has been rated as critical. This issue affects the function deploy_host_vars of the file /apps/api/views/deploy_api.py of the component API Endpoint. The manipulation leads to deserialization. The attack may be initiated remotely. The exploit has been disclosed to the public and may be used. The vendor was contacted early about this disclosure but did not respond in any way."
},
{
"lang": "de",
"value": "Eine Schwachstelle wurde in welliamcao OpsManage 3.0.1/3.0.2/3.0.3/3.0.4/3.0.5 ausgemacht. Sie wurde als kritisch eingestuft. Betroffen davon ist die Funktion deploy_host_vars der Datei /apps/api/views/deploy_api.py der Komponente API Endpoint. Mittels dem Manipulieren mit unbekannten Daten kann eine deserialization-Schwachstelle ausgenutzt werden. Die Umsetzung des Angriffs kann dabei \u00fcber das Netzwerk erfolgen. Der Exploit steht zur \u00f6ffentlichen Verf\u00fcgung."
}
],
"metrics": [
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"cvssV4_0": {
"baseScore": 5.3,
"baseSeverity": "MEDIUM",
"vectorString": "CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N",
"version": "4.0"
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"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L",
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"vectorString": "AV:N/AC:L/Au:S/C:P/I:P/A:P",
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"problemTypes": [
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"descriptions": [
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"description": "Deserialization",
"lang": "en",
"type": "CWE"
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"description": "Improper Input Validation",
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"providerMetadata": {
"dateUpdated": "2024-11-25T08:00:12.726Z",
"orgId": "1af790b2-7ee1-4545-860a-a788eba489b5",
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"references": [
{
"name": "VDB-285983 | welliamcao OpsManage API Endpoint deploy_api.py deploy_host_vars deserialization",
"tags": [
"vdb-entry",
"technical-description"
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"url": "https://vuldb.com/?id.285983"
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{
"name": "VDB-285983 | CTI Indicators (IOB, IOC, IOA)",
"tags": [
"signature",
"permissions-required"
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"url": "https://vuldb.com/?ctiid.285983"
},
{
"name": "Submit #447290 | github.com/welliamcao/OpsManage OpsManage v3.0.5\\v3.0.4\\v3.0.3\\v3.0.2\\v3.0.1 Remote Code Execution",
"tags": [
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"url": "https://vuldb.com/?submit.447290"
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{
"tags": [
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"url": "https://github.com/Sp1d3rL1/OpsManage_RCE"
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{
"tags": [
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"url": "https://github.com/Sp1d3rL1/OpsManage_RCE/blob/main/OpsManage%20RCE.md"
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"timeline": [
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"lang": "en",
"time": "2024-11-24T00:00:00.000Z",
"value": "Advisory disclosed"
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"time": "2024-11-24T01:00:00.000Z",
"value": "VulDB entry created"
},
{
"lang": "en",
"time": "2024-11-24T16:28:38.000Z",
"value": "VulDB entry last update"
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],
"title": "welliamcao OpsManage API Endpoint deploy_api.py deploy_host_vars deserialization"
}
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"cveMetadata": {
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"cveId": "CVE-2024-11662",
"datePublished": "2024-11-25T08:00:12.726Z",
"dateReserved": "2024-11-24T15:23:06.518Z",
"dateUpdated": "2024-11-26T15:32:45.235Z",
"state": "PUBLISHED"
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"dataType": "CVE_RECORD",
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Mitigation
Phases: Architecture and Design, Implementation
Description:
- 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.
Mitigation
Phase: Implementation
Description:
- 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.
Mitigation
Phase: Implementation
Description:
- Explicitly define a final object() to prevent deserialization.
Mitigation
Phases: Architecture and Design, Implementation
Description:
- 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.
Mitigation
Phase: Implementation
Description:
- 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 constantly being discovered, so this alone is not a sufficient mitigation.
Mitigation
Phases: Architecture and Design, Implementation
Description:
- Employ cryptography of the data or code for protection. However, it's important to note that it would still be client-side security. This is risky because if the client is compromised then the security implemented on the client (the cryptography) can be bypassed.
Mitigation ID: MIT-29
Phase: Operation
Strategy: Firewall
Description:
- Use an application firewall that can detect attacks against this weakness. It can be beneficial in cases in which the code cannot be fixed (because it is controlled by a third party), as an emergency prevention measure while more comprehensive software assurance measures are applied, or to provide defense in depth [REF-1481].
CAPEC-586: Object Injection
An adversary attempts to exploit an application by injecting additional, malicious content during its processing of serialized objects. Developers leverage serialization in order to convert data or state into a static, binary format for saving to disk or transferring over a network. These objects are then deserialized when needed to recover the data/state. By injecting a malformed object into a vulnerable application, an adversary can potentially compromise the application by manipulating the deserialization process. This can result in a number of unwanted outcomes, including remote code execution.