CVE-2026-31232

The CosyVoice project thru commit 6e01309e01bc93bbeb83bdd996b1182a81aaf11e 2025-30-21 contains an insecure deserialization vulnerability CWE-502 in its model loading process. When loading model files .pt from a user-specified directory via the --modeldir argument, the code uses torch.load without...

CVE-2026-31236

The llm CLI tool thru 0.27.1 contains a critical code injection vulnerability via its --functions command-line argument. This argument is intended to allow users to provide custom Python function definitions. However, the tool directly executes the provided code using the unsafe exec function...

UBUNTU-CVE-2026-31236

The llm CLI tool thru 0.27.1 contains a critical code injection vulnerability via its --functions command-line argument. This argument is intended to allow users to provide custom Python function definitions. However, the tool directly executes the provided code using the unsafe exec function...

Extending Security to MCP Servers: Closing a Critical Gap

The Model Context Protocol MCP is a de facto standard for providing structured access to privileged systems for AI agents and external integrations. It acts as a USB-C port for AI, enabling faster innovation by allowing organizations to expose tools, resources, and workflows without the...

MINI-R28F-G489-484Q

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MINI-QFW4-93X7-P459

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MINI-HW6W-248V-MFVM

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CVE-2026-43992

JunoClaw is an agentic AI platform built on Juno Network. Prior to 0.x.y-security-1, every MCP write tool sendtokens, executecontract, instantiatecontract, uploadwasm, ibctransfer, etc. accepted 'mnemonic: string' as an explicit tool-call parameter. The BIP-39 seed was consequently embedded in th...

OpenClaude Sandbox Bypass via Model-Controlled `dangerouslyDisableSandbox` Input

Summary The dangerouslyDisableSandbox parameter is exposed as part of the BashTool input schema, meaning the LLM an untrusted principal per the project's own threat model can set it to true in any tooluse response. Combined with the default allowUnsandboxedCommands: true setting, a prompt-injecte...

CVE-2026-31217

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 allows arbitrary code execution. When a user supplies a directory path via the --model command-line argument, the function reads a module.py file from...

CVE-2026-31218

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When loading a model state dictionary from a statedict.pt file via torch.load, the function does not...

CVE-2026-31219

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When a user provides a single model file path e.g., .pt or .pth via the --model command-line argumen...

MINI-882J-M4HH-WH75

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Directory Traversal

Overview Affected versions of this package are vulnerable to Directory Traversal via the createmodelversion function. An attacker can access arbitrary files on the server's filesystem by including the mlflow.prompt.isprompt tag in a CreateModelVersion request, which bypasses source path validatio...

Directory Traversal

Overview mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. Affected versions of this package are vulnerable to Directory Traversal via the createmodelversion function. An attack...

Spring AI: Prompt Injection via Memory Poisoning in PromptChatMemoryAdvisor

A malicious user could craft input that is stored in conversation memory and later interpreted by the model in an unintended way. Applications using the affected advisor with user-controlled input may be susceptible to manipulation of model behavior across conversation turns...

EUVD-2026-29449

A malicious user could craft input that is stored in conversation memory and later interpreted by the model in an unintended way. Applications using the affected advisor with user-controlled input may be susceptible to manipulation of model behavior across conversation turns...

ai.driftkit:driftkit-clients-spring-ai (>=0.6.0 <=0.8.7), ai.driftkit:driftkit-clients-spring-ai-starter (>=0.6.0 <=0.8.7) +469 more potentially affected by CVE-2026-41712 via org.springframework.ai:spring-ai-model (>=1.0.0-M7 <=1.0.6)

org.springframework.ai:spring-ai-model MAVEN version =1.0.0-M7, =0.6.0, =0.6.0, =0.6.0, =0.6.0, =0.6.0, =0.7.0, =0.6.0, =0.6.0, =1.0.0, =1.0.0, =1.0.0, =1.0.0, =1.0.24, =1.0.27, =1.0.28 - ai.intelliswarm:swarmai-rag =1.0.28 and more Source cves: CVE-2026-41712 Source advisory:...

ai.aletyx.kogito:aletyx-kogito-ai-addons-springboot-adhoc-subprocess (>=0.1.0 <=0.2.0), ai.aletyx.kogito:aletyx-kogito-ai-addons-springboot-adhoc-subprocess-storage-jpa (>=0.1.0 <=0.2.0) +525 more potentially affected by CVE-2026-41712 via org.springframework.ai:spring-ai-model (>=1.1.0-M1 <=1.1.5)

org.springframework.ai:spring-ai-model MAVEN version =1.1.0-M1, =0.1.0, =0.1.0, =0.8.0, =0.7.0, =0.7.0, =0.8.0, =1.0.0, =1.0.0, =1.2.4, =1.2.4, =1.2.4, =1.2.4, =1.2.4, =1.2.4, =1.2.4, =1.2.6 and more Source cves: CVE-2026-41712 Source advisory: OSV:GHSA-Q62F-H9X2-GCQC...

ai.new-wave:spring-agent-app (>=0.1.0 <=0.3.0), ai.new-wave:spring-agent-core (>=0.1.0 <=0.3.0) +372 more potentially affected by CVE-2026-41712 via org.springframework.ai:spring-ai-model (>=2.0.0-M1 <=2.0.0-M5)

org.springframework.ai:spring-ai-model MAVEN version =2.0.0-M1, =0.1.0, =0.1.0, =1.21.9, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.1, =0.0.2 and more Source cves: CVE-2026-41712 Source advisory: OSV:GHSA-Q62F-H9X2-GCQC...