RedShell: A Generative AI-Based Approach to Ethical Hacking

The application of Machine Learning techniques in code generation is now a common practice for most developers. Tools such as ChatGPT from OpenAI leverage the natural language processing capabilities of Large Language Models to generate machine code from natural language descriptions. In the...

Towards Automated Pentesting with Large Language Models

Large Language Models LLMs are redefining offensive cybersecurity by allowing the generation of harmful machine code with minimal human intervention. While attackers take advantage of dark LLMs such as XXXGPT and WolfGPT to produce malicious code, ethical hackers can follow similar approaches to...

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Skill-based agent systems tackle complex tasks by composing reusable skills, improving modularity and scalability while introducing a largely unexamined security attack surface. We propose SkillTrojan, a backdoor attack that targets skill implementations rather than model parameters or training...

CVE-2026-35492

Kedro-Datasets is a Kendo plugin providing data connectors. Prior to 9.3.0, PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a...

CVE-2026-35492 Kedro-Datasets has a path traversal vulnerability in PartitionedDataset allows arbitrary file write

Kedro-Datasets is a Kendo plugin providing data connectors. Prior to 9.3.0, PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a...

CVE-2026-35492

Kedro-Datasets PartitionedDataset has a path traversal vulnerability prior to 9.3.0, where partition IDs were concatenated with the dataset base path without validation, potentially allowing writing outside the dataset directory on local FS or storage backends (S3, GCS, etc.). The issue affects a...

CVE-2026-35492 Kedro-Datasets has a path traversal vulnerability in PartitionedDataset allows arbitrary file write

Kedro-Datasets is a Kendo plugin providing data connectors. Prior to 9.3.0, PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a...

CVE-2026-35492

Kedro-Datasets is a Kendo plugin providing data connectors. Prior to 9.3.0, PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a...

Hybrid ResNet-1D-BiGRU with Multi-Head Attention for Cyberattack Detection in Industrial IoT Environments

This study introduces a hybrid deep learning model for intrusion detection in Industrial IoT IIoT systems, combining ResNet-1D, BiGRU, and Multi-Head Attention MHA for effective spatial-temporal feature extraction and attention-based feature weighting. To address class imbalance, SMOTE was applie...

Kedro-Plugins 路径遍历漏洞

Kedro-Plugins is an official plugin collection for the Kedro framework, developed by Kedro itself. Versions of Kedro-Plugins prior to 9.3.0 contained a path traversal vulnerability. This vulnerability stemmed from PartitionedDataset connecting partition IDs directly with the basic dataset path...

PYSEC-2026-71

Kedro is a toolbox for production-ready data science. Prior to 1.3.0, the getversionedpath method in kedro/io/core.py constructs filesystem paths by directly interpolating user-supplied version strings without sanitization. Because version strings are used as path components, traversal sequences...

Directory Traversal

Overview kedro-datasets is a Kedro-Datasets is where you can find all of Kedro's data connectors. Affected versions of this package are vulnerable to Directory Traversal via the PartitionedDataset component. An attacker can overwrite arbitrary files on the filesystem by supplying partition IDs...

GHSA-CJG8-H5QC-HRJV kedro-datasets has a path traversal vulnerability in PartitionedDataset that allows arbitrary file write

Impact PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a partition ID could cause files to be written outside the configured...

kedro-datasets has a path traversal vulnerability in PartitionedDataset that allows arbitrary file write

Impact PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a partition ID could cause files to be written outside the configured...

CVE-2026-35167 Kedro has a path traversal in versioned dataset loading via unsanitized version string

Kedro is a toolbox for production-ready data science. Prior to 1.3.0, the getversionedpath method in kedro/io/core.py constructs filesystem paths by directly interpolating user-supplied version strings without sanitization. Because version strings are used as path components, traversal sequences...

CVE-2026-5535

A security flaw has been discovered in FedML-AI FedML up to 0.8.9. This impacts an unknown function of the file FileUtils.java of the component MQTT Message Handler. Performing a manipulation of the argument dataSet results in path traversal. The attack is possible to be carried out remotely. The...

PT-2026-30759

Impact PartitionedDataset in kedro-datasets was vulnerable to path traversal. Partition IDs were concatenated directly with the dataset base path without validation. An attacker or malicious input containing .. components in a partition ID could cause files to be written outside the configured...

EUVD-2026-19017

A security flaw has been discovered in FedML-AI FedML up to 0.8.9. This impacts an unknown function of the file FileUtils.java of the component MQTT Message Handler. Performing a manipulation of the argument dataSet results in path traversal. The attack is possible to be carried out remotely. The...

CVE-2026-5535 FedML-AI FedML MQTT Message FileUtils.java path traversal

A security flaw has been discovered in FedML-AI FedML up to 0.8.9. This impacts an unknown function of the file FileUtils.java of the component MQTT Message Handler. Performing a manipulation of the argument dataSet results in path traversal. The attack is possible to be carried out remotely. The...

CVE-2026-5535

FedML-AI FedML up to 0.8.9 has a path traversal flaw in the MQTT Message Handler’s FileUtils.java triggered by manipulating the dataSet argument. The issue is remotely exploitable and an exploit has been publicly released. Affected component: MQTT Message Handler (FileUtils.java) within FedML-Fed...