AIセキュリティポータルbot

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
Model Protection Methods
Vulnerability Assessment Method
Defense Mechanism
2021.03.26 2025.05.28
Literature Database

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
Vulnerability of Adversarial Examples
Optimization Methods
Wireless Channel Detection
2021.03.25 2025.05.28
Literature Database

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
Backdoor Attack
Optimization Methods
Defense Mechanism
2021.03.24 2025.05.28
Literature Database

A Challenge Obfuscating Interface for Arbiter PUF Variants against Machine Learning Attacks

Authors: Yu Zhuang, Khalid T. Mursi, Li Gaoxiang | Published: 2021-03-24
Optimization Methods
Vulnerability Assessment Method
Defense Mechanism
2021.03.24 2025.05.28
Literature Database

CNN vs ELM for Image-Based Malware Classification

Authors: Mugdha Jain, William Andreopoulos, Mark Stamp | Published: 2021-03-24
PE Malware Classification
Optimization Methods
Image Feature Extraction
2021.03.24 2025.05.28
Literature Database

Detecting Phishing Sites — An Overview

Authors: P. Kalaharsha, B. M. Mehtre | Published: 2021-03-23 | Updated: 2021-04-06
URL-based Detection
Phishing
Detection Rate of Phishing Attacks
2021.03.23 2025.05.28
Literature Database

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
Multi-output Model
Vulnerability detection
evaluation metrics
2021.03.23 2025.05.28
Literature Database

Security of Healthcare Data Using Blockchains: A Survey

Authors: Mayank Pandey, Rachit Agarwal, Sandeep K. Shukla, Nishchal K. Verma | Published: 2021-03-23
Data Protection Method
Blockchain Technology
Types of Medical Data
2021.03.23 2025.05.28
Literature Database

Anomaly Detection using Principles of Human Perception

Authors: Nassir Mohammad | Published: 2021-03-23 | Updated: 2022-05-13
Data Extraction and Analysis
Anomaly Detection Algorithm
Statistical Methods
2021.03.23 2025.05.28
Literature Database

Federated Quantum Machine Learning

Authors: Samuel Yen-Chi Chen, Shinjae Yoo | Published: 2021-03-22
Deep Reinforcement Learning
Federated Learning
Quantum Neural Network
2021.03.22 2025.05.28
Literature Database
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