CVE-2026-7597

The CVE-2026-7597 vulnerability affects mem0ai mem0 up to version 1.0.11, specifically the pickle.load/pickle.dump path in mem0/vector_stores/faiss.py. An attacker can trigger deserialization remotely via manipulation of pickle operations. Public exploit details exist per the sources. The patch i...

mem0 输入验证错误漏洞

mem0 is an efficient memory algorithm benchmarking tool open-sourced by Mem0. An input validation error vulnerability exists in mem0 1.0.11 and earlier versions, which stems from improper manipulation of the pickle.load/pickle.dump functions in the mem0/vectorstores/faiss.py file, which could lea...

Critical Unpatched Flaw Leaves Hugging Face LeRobot Open to Unauthenticated RCE

Cybersecurity researchers have disclosed details of a critical security flaw impacting LeRobot, Hugging Face's open-source robotics platform with nearly 24,000 GitHub stars, that could be exploited to achieve remote code execution. The vulnerability in question is CVE-2026-25874 CVSS score: 9.3,...

CVE-2026-26210

KTransformers through 0.5.3 contains an unsafe deserialization vulnerability in the balanceserve backend mode where the scheduler RPC server binds a ZMQ ROUTER socket to all interfaces with no authentication and deserializes incoming messages using pickle.loads without validation. Attackers can...

GHSA-C2JG-5CP7-6WC7 Pipecat: Remote Code Execution by Pickle Deserialization Through LivekitFrameSerializer

Remote Code Execution via Unsafe Deserialization in Pipecat's LivekitFrameSerializer Summary A critical vulnerability exists in Pipecat's LivekitFrameSerializer – an optional, non-default, undocumented frame serializer class now deprecated intended for LiveKit integration. The class's deserialize...

CVE-2026-25874 LeRobot Unsafe Deserialization Remote Code Execution via gRPC

LeRobot through 0.5.1 contains an unsafe deserialization vulnerability in the async inference pipeline where pickle.loads is used to deserialize data received over unauthenticated gRPC channels without TLS in the policy server and robot client components. An unauthenticated network-reachable...

CVE-2025-62373 Pipecat vulnerable to Remote Code Execution by Pickle Deserialization via LivekitFrameSerializer

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. Versions 0.0.41 through 0.0.93 have a vulnerability in LivekitFrameSerializer – an optional, non-default, undocumented frame serializer class now deprecated intended for LiveKit...

CVE-2025-62373

Pipecat (versions 0.0.41–0.0.93) contains a remote-code-execution vulnerability in LivekitFrameSerializer, where deserialize() feeds untrusted WebSocket data to pickle.loads() without validation. The vulnerable code is in src/pipecat/serializers/livekit.py (around line 73). If a server uses Livek...

CVE-2025-62373 Pipecat vulnerable to Remote Code Execution by Pickle Deserialization via LivekitFrameSerializer

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. Versions 0.0.41 through 0.0.93 have a vulnerability in LivekitFrameSerializer – an optional, non-default, undocumented frame serializer class now deprecated intended for LiveKit...

CVE-2025-62373 Pipecat vulnerable to Remote Code Execution by Pickle Deserialization via LivekitFrameSerializer

Pipecat is an open-source Python framework for building real-time voice and multimodal conversational agents. Versions 0.0.41 through 0.0.93 have a vulnerability in LivekitFrameSerializer – an optional, non-default, undocumented frame serializer class now deprecated intended for LiveKit...

ktransformers 代码问题漏洞

KTransformers is an open-source framework for CPU-GPU heterogeneous large-scale inference and fine-tuning developed by kvcache.ai. Versions of KTransformers 0.5.3 and earlier contained code vulnerabilities. These vulnerabilities stemmed from insecure deserialization in the balanceserve backend...

PT-2026-34754

Name of the Vulnerable Software and Affected Versions KTransformers versions prior to 0.5.4 Description In the balance serve backend mode, the scheduler RPC server binds a ZMQ ROUTER socket to all interfaces without authentication. The server uses the pickle.loads function to deserialize incoming...

Pipecat 代码问题漏洞

Pipecat is an open-source development framework developed by Pipecat that supports real-time audio and video stream processing as well as AI-powered dialogue interactions. Versions 0.0.41 to 0.0.93 of Pipecat contain code vulnerabilities. These vulnerabilities stem from the deserialize method of...

Exploit for CVE-2024-12029

Alternative-Approach-Reverse-Shell-Callback-Test-InvokeAI-RCE...

CVE-2026-32590 Mirror-registry: remote code execution using pickle deserialization

A flaw was found in Red Hat Quay's handling of resumable container image layer uploads. The upload process stores intermediate data in the database using a format that, if tampered with, could allow an attacker to execute arbitrary code on the Quay server...

CVE-2026-32590 Mirror-registry: remote code execution using pickle deserialization

A flaw was found in Red Hat Quay's handling of resumable container image layer uploads. The upload process stores intermediate data in the database using a format that, if tampered with, could allow an attacker to execute arbitrary code on the Quay server...

MONAI: Unsafe functions lead to pickle deserialization rce

Summary The algofrompickle function in monai/auto3dseg/utils.py causes pickle.loadsdatabytes to be executed, and it does not perform any validation on the input parameters. This ultimately leads to insecure deserialization and can result in code execution vulnerabilities. Details poc import pickl...

GHSA-89GG-P5R5-Q6R4 MONAI: Unsafe functions lead to pickle deserialization rce

Summary The algofrompickle function in monai/auto3dseg/utils.py causes pickle.loadsdatabytes to be executed, and it does not perform any validation on the input parameters. This ultimately leads to insecure deserialization and can result in code execution vulnerabilities. Details poc import pickl...

Security Bulletin: IBM Langflow Desktop FAISS Vector Store Remote Code Execution via malicious Pickle file

Summary IBM Langflow Desktop supports retrieval-augmented generation RAG workflows through its FAISS Vector Store component, which loads persisted vector indexes and associated metadata from disk. A vulnerability in the FAISS component arises from unsafe deserialization of Python Pickle files,...

CVE-2026-5473

CVE-2026-5473 affects NASA cFS (up to 7.0.0). The vulnerable element is the Pickle Module’s pickle.load, enabling deserialization. The attack is local, requires a high level of complexity, and exploitation is deemed difficult. Public disclosure exists, and the project was informed via an issue bu...