Adversarial Text Generation with Dynamic Contextual Perturbation

Adversarial attacks on Natural Language Processing NLP models expose vulnerabilities by introducing subtle perturbations to input text, often leading to misclassification while maintaining human readability. Existing methods typically focus on word-level or local text segment alterations,...

OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models

Large language models LLMs trained over extensive corpora risk memorizing sensitive, copyrighted, or toxic content. To address this, we propose OBLIVIATE, a robust unlearning framework that removes targeted data while preserving model utility. The framework follows a structured process: extractin...

YoroTrooper: Researchers Warn of Kazakhstan's Stealthy Cyber Espionage Group

A relatively new threat actor known as YoroTrooper is likely made up of operators originating from Kazakhstan. The assessment, which comes from Cisco Talos, is based on their fluency in Kazakh and Russian, use of Tenge to pay for operating infrastructure, and very limited targeting of Kazakhstani...

Are You Promoting Security Fluency in your Organization?

Migrating to the cloud is hard. The PowerPoint deck and pretty architectures are drawn up quickly but the work required to make the move will take months and possibly years. The early stages require significant effort by teams to learn new technologies the cloud services themselves and new ways o...

Fluency SQL Injection

Exploit Title: Fluency SQL Injection Vulnerability Google Dork: powered by: fluency Author: Lazmania61 | Bug Researchers Demo : http://www.copacabanany.com/ Tested on: Windows 7 Greetz : HeRoTuRk , Err0r ,Darkknight , All Bug Researchers Members...

Fingerprinting the author of the ZeuS Botnet !

The source code of the ZeuS Botnet is now available for Download. Derek Jones the author this article imagine there are a few organizations who would like to talk to the authors of this code. All developers have coding habits, that is they usually have a particular way of writing each coding...