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Model Reverse Engineering

Jan 11 · 7 min read · Model reverse engineering is an attack on an AI application in which an adversary attempts to reconstruct or approximate the deployed model. By systematically sending inputs to the model through an exposed API and observing the outputs, the adversary...

Analysis of Insight Nexus Breach

Dec 6, 2025 · 13 min read · Incident Scenario The victim in this incident is Insight Nexus, a mid-sized market research and data analytics firm headquartered in Singapore. They provide competitive intelligence and consumer insights for global clients, including Fortune 500 comp...

YARA and YARA Rules

Dec 4, 2025 · 9 min read · YARA is a powerful pattern-matching tool and and rule format used for identifying and classifying files based on specific patterns, characters, or content. SOC analysts commonly use YARA rules to detect and classify malware samples, suspicious files,...

Object-Oriented Programming

Nov 27, 2025 · 11 min read · Object-Oriented Programming (OOP) is a programming paradigm that relies on the concept of “objects”. Objects are instances of classes, which can contain data in form of fields, often known as attributes, and code, in the form of methods. In OOP, comp...

Libraries - Introduction to C#

Nov 26, 2025 · 6 min read · Libraries C# includes many predefined functions and libraries that developers can use to accomplish various tasks more easily and efficiently. The .NET Framework provides these libraries and includes functionalities for things like file I/O, database...