Microsoft

Dissecting Sapphire Sleet’s macOS intrusion from lure to compromise

The Microsoft Defender Security Research Team uncovered a sophisticated macOS intrusion campaign attributed to the North ...
Security Boulevard

This fake Windows support website delivers password-stealing malware

A convincing Microsoft lookalike tricks users into downloading malware that steals passwords, payments, and account access.
IEEE

GeoGuard: A Hybrid Deep Learning Intrusion Detection System With Integrated Geo-Intelligence and Contextual Awareness

Abstract: GeoGuard is an advanced and adaptable hybrid Intrusion Detection System (IDS) used to identify, sort, and react instantaneously to cyber threats. Unlike conventional systems reliant on ...
GitHub

Smart Face Mask Detection System

face-mask-detection/ ├── dataset/ │ ├── with_mask/ # Training images with masks │ └── without_mask/ # Training images without masks ├── model/ │ ├── mask_detector.h5 # Trained model (generated) │ └── ...
IEEE

Efficient Intrusion Detection for Intra-Vehicle CAN Network with Light-weight Deep Learning based Model

Abstract: Modern vehicles have communication protocols that are vulnerable to cyberattacks. A lack of authentication and encryption makes Controller Area Network (CAN) bus messages susceptible to ...
Frontiers

Explainable AI: enhancing decision-making in the detection of cyber threats

The rapid growth of the Internet and the increasing reliance on digital systems have significantly expanded the global digital footprint, creating new challenges for cybersecurity. Artificial ...
GitHub

NIDS - Network Intrusion Detection System

A server-first, ML-powered Network Intrusion Detection System that performs real-time flow-level statistical analysis using a CNN-BiLSTM model trained on the LSNM2024 dataset. Designed to complement ...