Attack Method

A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection

Authors: Lincoln Best, Ernest Foo, Hui Tian | Published: 2022-05-09
Attack Method
Machine Learning Method
Temperature Conditions

Private Eye: On the Limits of Textual Screen Peeking via Eyeglass Reflections in Video Conferencing

Authors: Yan Long, Chen Yan, Shilin Xiao, Shivan Prasad, Wenyuan Xu, Kevin Fu | Published: 2022-05-08 | Updated: 2023-01-16
Privacy Assessment
User Experience Evaluation
Attack Method

Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection

Authors: Zeinab Zoghi, Gursel Serpen | Published: 2022-05-08
Performance Evaluation
Intrusion Detection System
Attack Method

Fusion: Efficient and Secure Inference Resilient to Malicious Servers

Authors: Caiqin Dong, Jian Weng, Jia-Nan Liu, Yue Zhang, Yao Tong, Anjia Yang, Yudan Cheng, Shun Hu | Published: 2022-05-06 | Updated: 2023-06-10
Privacy Enhancing Technology
Attack Method
Communication Efficiency

An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework

Authors: Ehsan Nowroozi, Abhishek, Mohammadreza Mohammadi, Mauro Conti | Published: 2022-04-27
Cybersecurity
Phishing Attack
Attack Method

Prediction Approach against DDoS Attack based on Machine Learning Multiclassfier

Authors: Anupama Mishra | Published: 2022-04-27
Cybersecurity
Model Design
Attack Method

Botnets Breaking Transformers: Localization of Power Botnet Attacks Against the Distribution Grid

Authors: Lynn Pepin, Lizhi Wang, Jiangwei Wang, Songyang Han, Pranav Pishawikar, Amir Herzberg, Peng Zhang, Fei Miao | Published: 2022-03-18
DDoS Attack
Energy-Based Model
Attack Method

Generative Models for Security: Attacks, Defenses, and Opportunities

Authors: Luke A. Bauer, Vincent Bindschaedler | Published: 2021-07-21 | Updated: 2021-07-29
Poisoning
Attack Method
Generative Model

Secure Random Sampling in Differential Privacy

Authors: Naoise Holohan, Stefano Braghin | Published: 2021-07-21 | Updated: 2021-11-24
Sampling Method
Attack Method
Overview of Floating Point Numbers

MEGEX: Data-Free Model Extraction Attack against Gradient-Based Explainable AI

Authors: Takayuki Miura, Satoshi Hasegawa, Toshiki Shibahara | Published: 2021-07-19
Membership Inference
Model Interpretability
Attack Method