Cybersecurity

Apparatus and Method for Diagnosing Vehicle Exhaust Increase Using Autoencoder

USPTO published patent application US20260097776A1 by Hyundai Motor Company for an apparatus and method of diagnosing causes of increased vehicle exhaust gas using autoencoder neural networks. The system receives input data including sensed values, calculates reconstruction errors between input and restored data from a pre-learned autoencoder, and diagnoses exhaust increase causes based on these errors. This AI-based diagnostic technology is relevant to automotive manufacturers and emission control systems.

Vehicle Forward Blind Spot Object Detection System Using AI

The USPTO published patent application US20260097779A1 for an AI-based vehicle blind spot detection system that distinguishes between animate and inanimate objects. The system applies different closeness thresholds depending on object type and provides driver alerts when the vehicle's projected path intersects with detected objects within threshold distances. Inventor Andrew D. Johnson filed the application on October 9, 2024.

Energy Management AI Using Time Series Forecasting for Power Load Prediction

The USPTO published patent application US20260097684A1 disclosing an AI-based energy management system that creates synthetic training datasets to forecast power load using deep learning models. The system predicts energy storage device state of charge and controls charging operations based on projected load.

AutoBrains Patents AI Driving Scenario Activation Method

USPTO published patent application US20260097785A1 assigned to AutoBrains Technologies Ltd, covering methods for AI model activation based on driving scenarios. The system uses vehicle sensor data to generate signatures, matches them against a dictionary of concept signatures, and activates appropriate AI models for autonomous driving decisions. The application was filed on October 8, 2024, under Application No. 18908831.

Tokenized Data Streaming for Multi-Modal AI in Vehicles

Tokenized data streaming for multi-modal AI in vehicles

Ivanti EPMM Code Injection Vulnerability CVE-2026-1340

CISA added CVE-2026-1340, a critical code injection vulnerability in Ivanti Endpoint Manager Mobile, to the Known Exploited Vulnerabilities catalog. The flaw carries a CVSS 9.8 score and allows unauthenticated remote code execution. Organizations running affected versions of Ivanti EPMM must apply patches immediately.

ICE Arrests Sinaloa Fugitive Wanted for Woman's Killing

U.S. Immigration and Customs Enforcement (ICE) officers arrested Jose Gustavo Angulo Bernal, a foreign fugitive from Sinaloa, Mexico, in Lake Havasu City, Arizona on April 8, 2026. Angulo Bernal is wanted for allegedly participating in the murder of a woman alongside two accomplices on November 1, 2018. He entered the United States at an unknown date and time and had no reported U.S. criminal history.

ICE Arrests Illegal Alien Child Predators, Rapists, Drug Traffickers

ICE announced the arrest of criminal illegal aliens in Boston and other locations for offenses including aggravated sexual assault of a child, child pornography distribution, fentanyl importation, bank fraud, wire fraud, and money laundering. The announcement highlights continued enforcement under current administration priorities targeting criminal aliens.

Critical Golang Go Vulnerabilities, CVSS 9.8, Remote Code Execution

CERT-Bund issued a critical security advisory (WID-SEC-2026-1006) regarding multiple vulnerabilities in Golang Go versions prior to 1.26.2 and 1.25.9. The vulnerabilities carry a CVSS Base Score of 9.8 (critical) and enable attackers to execute arbitrary code remotely, cause memory corruption, bypass security controls, or trigger denial-of-service conditions. Organizations using affected Go versions must apply available mitigations or update immediately.

OpenClaw Critical Vulnerabilities - Remote Code Execution Risk

CERT-Bund issued advisory WID-SEC-2026-1005 warning of critical vulnerabilities in OpenClaw personal AI assistant software. Multiple security flaws with CVSS Base Score 9.8 (critical) enable remote attackers to execute arbitrary code, escalate privileges, bypass security controls, and access or manipulate data. Affected products include Open Source OpenClaw versions prior to 2026.4.8 running on Linux and UNIX systems.