Search Results for author:
Found 6 papers, 1 papers with code
Can deepfakes be created by novice users?
We conclude that creating Deepfakes is a simple enough task for a novice user given adequate tools and time; however, the resulting Deepfakes are not sufficiently real-looking and are unable to completely fool detection software as well as human examiners
Adversarial Attacks on Convolutional Neural Networks in Facial Recognition Domain
Next, we craft a variety of different black-box attack algorithms on a facial image dataset assuming minimal adversarial knowledge, to further assess the robustness of DNNs in facial recognition.
Git Blame Who?: Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments
We show that we can also use these calibration curves in the case that we do not have linking information and thus are forced to classify individual samples directly.
When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries
Many distinguishing features present in source code, e. g. variable names, are removed in the compilation process, and compiler optimization may alter the structure of a program, further obscuring features that are known to be useful in determining authorship.
Cryptography and Security
Active Authentication on Mobile Devices via Stylometry, Application Usage, Web Browsing, and GPS Location
Active authentication is the problem of continuously verifying the identity of a person based on behavioral aspects of their interaction with a computing device.
