North Korean job scammers target JavaScript and Python developers with fake interview tasks spreading malware

Operation Dream Job is evolving once again, and now comes through malicious dependencies on bare-bones projects.
Infosecurity Magazine

OysterLoader Evolves With New C2 Infrastructure and Obfuscation

A multi-stage malware loader known as OysterLoader has continued to evolve into early 2026, refining its command-and-control (C2) infrastructure and obfuscation methods.
IEEE

CODE-SMASH: Source-Code Vulnerability Detection Using Siamese and Multi-Level Neural Architecture

Abstract: The rapid evolution of software development, propelled by competitive demands and the continuous integration of new features, frequently leads to inadvertent security oversights. Traditional ...
IEEE

Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection

Abstract: Code embedding represents code semantics in vector form. Although code embedding-based systems have been successfully applied to various source code analysis tasks, further research is ...