FlowGuard: Flow Matching for Identity-Independent Detection of Data-Free Model Stealing Attacks on Energy System Intrusion Detection Systems

Artificial Intelligence AI-based Intrusion Detection Systems IDS deployed in energy infrastructure are vulnerable to model theft attacks, which allow adversaries to create evasive traffic offline. Current defences against model extraction rely either on identity-bound query monitoring, which is...

PT-2026-45783

Name of the Vulnerable Software and Affected Versions OpenMed versions prior to 1.5.2 Description Remote code execution is possible in the PII privacy-filter model loading path. The privacy-filter dispatcher uses broad substring matching on the user-supplied model name parameter, which allows a...

PT-2026-45878

Name of the Vulnerable Software and Affected Versions LibreChat versions prior to 0.8.4-rc1 Description LibreChat is an enhanced ChatGPT clone supporting multiple AI providers. The Model Context Protocol MCP server integration improperly resolves $VAR placeholders against the server's process.env...

The Role of Domain-Specific Features in Malware Detection: A MacOS Case Study

Despite the growing popularity of macOS among end users and enterprise systems, malware research has primarily focused on Windows and Android operating systems, leaving the problem of macOS malware detection relatively unexplored. Indeed, the specificity of the operating system and the unique...

MLFlow security vulnerabilities

MLflow is an open-source platform that simplifies machine learning development. It includes features like tracking experiments, packaging code for reproducible runs, and sharing and deploying models. Version 3.9.0 of MLflow contains a security vulnerability. This vulnerability stems from the lack...

PT-2026-45692

Name of the Vulnerable Software and Affected Versions MLflow version 3.9.0 Description When using basic-auth --app-name basic-auth, the software fails to enforce authorization checks for several Gateway API 'list' endpoints. The BEFORE REQUEST HANDLERS dictionary in mlflow/server/auth/ init .py...

From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents

Memory is a core component of AI agents, enabling them to accumulate knowledge across interactions and improve performance. However, persistent memory introduces the risk of memory poisoning, where a single adversarial memory write can exert long-term influence over agent behavior. We present a...

AI Model Extraction Attacks: Bypassing Single-Client Assumptions in Defenses

Ensuring the protection of Artificial Intelligence AI models deployed in military Command and Control C2 systems and critical infrastructure is essential for maintaining information superiority. Model Extraction Attacks MEAs pose a significant threat, as they enable adversaries to replicate...

PT-2026-45695

Name of the Vulnerable Software and Affected Versions Apache Calcite versions 1.5.0 through 1.41 Description An unsafe reflection issue exists where externally-controlled input can be used to select classes or code. Specifically, a user-controlled model can load arbitrary classes, which may lead ...

CVE-2026-10298

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

DEBIAN-CVE-2026-10298

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

CVE-2026-10298

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

CVE-2026-10298

CVE-2026-10298 affects ggml-org whisper.cpp up to 1.8.2. The issue is in whisper_model_load (ggml/src/ggml.c) and causes a null pointer dereference. Exploitation requires local access; a public exploit exists. The project was informed via an issue but has not responded.

CVE-2026-10298 ggml-org whisper.cpp ggml.c whisper_model_load null pointer dereference

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

CVE-2026-10298 ggml-org whisper.cpp ggml.c whisper_model_load null pointer dereference

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

CVE-2026-10298

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

CVE-2026-10298

A security flaw has been discovered in ggml-org whisper.cpp up to 1.8.2. This vulnerability affects the function whispermodelload of the file ggml/src/ggml.c. The manipulation results in null pointer dereference. Attacking locally is a requirement. The exploit has been released to the public and...

EUVD-2026-33701

An issue in ESA AnomalyMatch before 1.3.1 allow attackers to execute arbitrary code via crafted model checkpoint files. The affected components load model files from session directories using torch.load with unrestricted deserialization...

CVE-2026-10230

A flaw was found in Assimp, specifically within the Half-Life 1 MDL Loader component. A local attacker could exploit a heap-based buffer overflow vulnerability in the readanimations function of HL1MDLLoader.cpp. This could lead to information disclosure, denial of service, or potentially arbitrar...

CVE-2026-38950

An issue in ESA AnomalyMatch before 1.3.1 allow attackers to execute arbitrary code via crafted model checkpoint files. The affected components load model files from session directories using torch.load with unrestricted deserialization...