Comparative Evaluation of VAE, GAN, and SMOTE for Tor Detection in Encrypted Network Traffic

Encrypted network traffic poses significant challenges for intrusion detection due to the lack of payload visibility, limited labeled datasets, and high class imbalance between benign and malicious activities. Traditional data augmentation methods struggle to preserve the complex temporal and...

CISA Releases Guide to Mitigate Risks from Bulletproof Hosting Providers

Today, Cybersecurity and Infrastructure Security Agency CISA, in collaboration with the U.S. National Security Agency, U.S. Department of Defense Cyber Crime Center, U.S. Federal Bureau of Investigation, and international partners, released the guide Bulletproof Defense: Mitigating Risks from...

Number withdrawn

Cacti is a set of open source network traffic monitoring and analysis tools from the Cacti team. The tool fetches data via snmpget, analyzes it using RRDtool drawing graphs, and provides data and user management features. This CVE number has been withdrawn...

Ntop nDPI Input Validation Error Vulnerability

Ntop nDPI is an open source library for deep packet inspection from Ntop Italy. An input validation error vulnerability exists in the SSH protocol parser in Ntop nDPI 3.2 Stable and prior versions, which can be exploited by attackers to execute code or perform network traffic analysis...