Deployed multimodal models can fail in ways that evaluators did not anticipate. In order to
find these failures before deployment, we introduce MultiMon, a system that automatically …

A trojan backdoor is a hidden pattern typically implanted in a deep neural network (DNN). It
could be activated and thus forces that infected model to behave abnormally when an input …

Malware is a constant threat and is continuously evolving. Security systems try to keep up
with the constant change. One challenge that arises is the large amount of logs generated …

Adversarial Examples threaten to fool deep learning models to output erroneous predictions
with high confidence. Optimization-based methods for constructing such samples have been …

The concept of security through obscurity is not recommended by the National Institute of
Standards and Technology (NIST) as a form of system security. Basically this concept hides …

Industrial control systems are the automated and robotic controls that manufacturing facilities
have been integrating into manufacturing equipment since the late 18th century. The …

Jupyter Notebook applications have become increasingly popular online. However, the
threats against this application are also on the rise. Each year, the attacks and exploitation …

For a long time, malware classification and analysis have been an arms-race between
antivirus systems and malware authors. Though static analysis is vulnerable to evasion …

In recent years, a flood of devices has permeated our personal and professional lives, with
increasingly interconnected networks playing an ever-growing role in day-to-day activities …