Effectiveness of Adversarial Examples and Defenses for Malware Classification

no code implementations • 10 Sep 2019 • Robert Podschwadt, Hassan Takabi

Artificial neural networks have been successfully used for many different classification tasks including malware detection and distinguishing between malicious and non-malicious programs.

Classification General Classification +1

CryptoDL: Deep Neural Networks over Encrypted Data

no code implementations • 14 Nov 2017 • Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi

Then, we train convolutional neural networks with the approximation polynomials instead of original activation functions and analyze the performance of the models.

Optical Character Recognition Optical Character Recognition (OCR) +1