Understanding Computer Trojans: Malware Types Detection Methods and Defense Strategies Explained

Trojans now represent 58% of all detected malware and evolve constantly, with banking variants adding ransomware capabilities.
Ransomware incidents and attacks

Trojans now represent 58% of all detected malware and evolve constantly, with banking variants adding ransomware capabilities.

Ransomware attacks targeting universities expose thousands of students and employees to years of identity theft risk through compromised personal financial and academic data.

86,644 Fortinet devices compromised globally in FortiBleed campaign now fueling ransomware deployments targeting manufacturers.

Ransomware is evolving from operator-dependent attacks to self-executing threats that move faster and evade traditional detection.

Threat actors have integrated encryption capabilities into the Avalon malware framework, enabling streamlined attacks that combine data theft with ransomware in a single toolkit.

Anubis ransomware exploits a Citrix memory vulnerability to extract session tokens and bypass MFA protection for 91 organizations globally.

On July 1, 2026, Sysdig's Threat Research Team published findings on JADEPUFFER, a ransomware operation that demonstrates how AI agents can autonomously...

A Mac clipboard manager imposter discovered in July 2026 steals passwords and browser credentials through sophisticated credential validation techniques.

Remus Stealer follows the familiar playbook of credential-stealing malware, using established evasion and distribution tactics refined over years of infostealer evolution.

Ransomware systems now operate autonomously, making targeting and encryption decisions without human oversight, powered by machine learning that adapts to each victim.