Picklescan missing detection when calling pty.spawn

Summary Using pty.spawn, which is a built-in python library function to execute arbitrary commands on the host system. Details The attack payload executes in the following steps: First, the attacker craft the payload by calling to pty.spawn function in the reduce method. Then the victim attempts ...

Securing the AI Supply Chain: What Can We Learn from Developer-Reported Security Issues and Solutions of AI Projects?

The rapid growth of Artificial Intelligence AI models and applications has led to an increasingly complex security landscape. Developers of AI projects must contend not only with traditional software supply chain issues but also with novel, AI-specific security threats. However, little is known...

Exploit for CVE-2025-68664

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Toward Real-World IoT Security: Concept Drift-Resilient IoT Botnet Detection Via Latent Space Representation Learning and Alignment

Although AI-based models have achieved high accuracy in IoT threat detection, their deployment in enterprise environments is constrained by reliance on stationary datasets that fail to reflect the dynamic nature of real-world IoT NetFlow traffic, which is frequently affected by concept drift...

PT-2025-53625

Name of the Vulnerable Software and Affected Versions jackq XCMS versions prior to 3fab5342cc509945a7ce1b8ec39d19f701b89261 Description A flaw exists in jackq XCMS that allows for unrestricted file upload. This issue impacts an unknown function within the file...

CVE-2025-67729

LMDeploy is a toolkit for compressing, deploying, and serving LLMs. Prior to version 0.11.1, an insecure deserialization vulnerability exists in lmdeploy where torch.load is called without the weightsonly=True parameter when loading model checkpoint files. This allows an attacker to execute...

Deserialization of Untrusted Data

Overview Affected versions of this package are vulnerable to Deserialization of Untrusted Data in the torch.load function. An attacker can execute arbitrary code by providing a specially crafted model file that is loaded without proper security parameters. Details Serialization is a process of...

Exposure of Sensitive System Information to an Unauthorized Control Sphere

Overview Affected versions of this package are vulnerable to Exposure of Sensitive System Information to an Unauthorized Control Sphere via the lastlogintime sort order in the explore/users page. An attacker can obtain sensitive information about users' login times by querying the user exploratio...

lmdeploy 代码问题漏洞

lmdeploy is an InternLM open source toolkit for compressing, deploying and servicing LLM. A code issue vulnerability exists in versions of lmdeploy prior to 0.11.1 that stems from loading model checkpoint files without using the weightsonly parameter, which could lead to an attacker executing...

PT-2025-53604

Name of the Vulnerable Software and Affected Versions LMDeploy versions prior to 0.11.1 Description LMDeploy is a toolkit used for compressing, deploying, and serving LLMs. A flaw exists where the torch.load function is called without the weights only=True parameter when loading model checkpoint...

Analyzing Code Injection Attacks on LLM-Based Multi-Agent Systems in Software Development

Agentic AI and Multi-Agent Systems are poised to dominate industry and society imminently. Powered by goal-driven autonomy, they represent a powerful form of generative AI, marking a transition from reactive content generation into proactive multitasking capabilities. As an exemplar, we propose a...

ECHO-C150-F580-CFCE

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CVE-2025-13707

Tencent HunyuanDiT modelresume Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Tencent HunyuanDiT. User interaction is required to exploit this vulnerability in that the target...

CVE-2019-25246

Beward N100 H.264 VGA IP Camera M2.1.6 contains an authenticated file disclosure vulnerability that allows attackers to read arbitrary system files via the 'READ.filePath' parameter. Attackers can exploit the fileread script or SendCGICMD API to access sensitive files like /etc/passwd and...

CVE-2025-14929

A flaw was found in the Hugging Face Transformers library. The parsing of checkpoints fails to validate user-supplied data, causing a deserialization of untrusted data. An attacker can exploit this issue by providing a malicious X-CLIP model, resulting in arbitrary code execution in the context o...

CVE-2025-14928

A flaw was found in the Hugging Face Transformers library. The convertconfig function fails to validate a user-supplied string before using it to execute Python code. An attacker can exploit this flaw by providing a malicious HuBERT model checkpoint, causing arbitrary code execution in the contex...

CVE-2025-14926

A flaw was found in the Hugging Face Transformers library. The convertconfig function fails to validate a user-supplied string before using it to execute Python code. An attacker can exploit this flaw by providing a malicious SEW model checkpoint, causing arbitrary code execution in the context o...

CVE-2025-14924

A flaw was found in the Hugging Face Transformers library. The parsing of checkpoints fails to validate user-supplied data, causing a deserialization of untrusted data. An attacker can exploit this issue by providing a malicious megatrongpt2 model, resulting in arbitrary code execution in the...

CVE-2025-14920

A flaw was found in the Hugging Face Transformers library. The parsing of model files fails to validate user-supplied data, causing a deserialization of untrusted data. An attacker can exploit this issue by providing a malicious Perceiver model or convincing a user to visit a malicious page,...

CVE-2025-14921

A flaw was found in the Hugging Face Transformers library. The parsing of model files fails to validate user-supplied data, causing a deserialization of untrusted data. An attacker can exploit this issue by providing a malicious Transformer-XL model, resulting in arbitrary code execution in the...