On Defending Against Label Flipping Attacks on Malware Detection Systems
Authors: Rahim Taheri, Reza Javidan, Mohammad Shojafar, Zahra Pooranian, Ali Miri, Mauro Conti | Published: 2019-08-13 | Updated: 2020-06-16
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Automatic Model Monitoring for Data Streams
Authors: Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro | Published: 2019-08-12
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data
Authors: Fabian Boemer, Anamaria Costache, Rosario Cammarota, Casimir Wierzynski | Published: 2019-08-12 | Updated: 2019-08-29
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise
Authors: Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang | Published: 2019-08-12 | Updated: 2019-09-18
Catching the Phish: Detecting Phishing Attacks using Recurrent Neural Networks (RNNs)
Authors: Lukas Halgas, Ioannis Agrafiotis, Jason R. C. Nurse | Published: 2019-08-09
On the Adversarial Robustness of Neural Networks without Weight Transport
Authors: Mohamed Akrout | Published: 2019-08-09 | Updated: 2019-10-03
Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems
Authors: Bao Gia Doan, Ehsan Abbasnejad, Damith C. Ranasinghe | Published: 2019-08-09 | Updated: 2020-09-28
Defending Against Adversarial Iris Examples Using Wavelet Decomposition
Authors: Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi | Published: 2019-08-08
Universal Adversarial Audio Perturbations
Authors: Sajjad Abdoli, Luiz G. Hafemann, Jerome Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich | Published: 2019-08-08 | Updated: 2020-11-17
Local Differential Privacy for Deep Learning
Authors: M. A. P. Chamikara, P. Bertok, I. Khalil, D. Liu, S. Camtepe, M. Atiquzzaman | Published: 2019-08-08 | Updated: 2019-11-09