Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
Authors: Curtis G. Northcutt, Anish Athalye, Jonas Mueller | Published: 2021-03-26 | Updated: 2021-11-07
Leaky Nets: Recovering Embedded Neural Network Models and Inputs through Simple Power and Timing Side-Channels — Attacks and Defenses
Authors: Saurav Maji, Utsav Banerjee, Anantha P. Chandrakasan | Published: 2021-03-26
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond
Authors: Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus | Published: 2021-03-25
Black-box Detection of Backdoor Attacks with Limited Information and Data
Authors: Yinpeng Dong, Xiao Yang, Zhijie Deng, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu | Published: 2021-03-24
A Challenge Obfuscating Interface for Arbiter PUF Variants against Machine Learning Attacks
Authors: Yu Zhuang, Khalid T. Mursi, Li Gaoxiang | Published: 2021-03-24
CNN vs ELM for Image-Based Malware Classification
Authors: Mugdha Jain, William Andreopoulos, Mark Stamp | Published: 2021-03-24
Detecting Phishing Sites — An Overview
Authors: P. Kalaharsha, B. M. Mehtre | Published: 2021-03-23 | Updated: 2021-04-06
ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning
Authors: Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad Reza Sadeghi, Farinaz Koushanfar | Published: 2021-03-23
Security of Healthcare Data Using Blockchains: A Survey
Authors: Mayank Pandey, Rachit Agarwal, Sandeep K. Shukla, Nishchal K. Verma | Published: 2021-03-23
Anomaly Detection using Principles of Human Perception
Authors: Nassir Mohammad | Published: 2021-03-23 | Updated: 2022-05-13