Machine Learning Technology

A Machine Learning based Empirical Evaluation of Cyber Threat Actors High Level Attack Patterns over Low level Attack Patterns in Attributing Attacks

Authors: Umara Noor, Sawera Shahid, Rimsha Kanwal, Zahid Rashid | Published: 2023-07-17
Dataset Generation
Machine Learning Technology
Threat modeling

Classifying World War II Era Ciphers with Machine Learning

Authors: Brooke Dalton, Mark Stamp | Published: 2023-07-02 | Updated: 2023-08-30
Hyperparameter Tuning
History of Cryptography
Machine Learning Technology

Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments

Authors: Vishal Karanam | Published: 2023-06-14
Security Analysis
Model Performance Evaluation
Machine Learning Technology

Ransomware Detection and Classification Strategies

Authors: Aldin Vehabovic, Nasir Ghani, Elias Bou-Harb, Jorge Crichigno, Aysegul Yayimli | Published: 2023-04-10
Network Threat Detection
Malware Detection Method
Machine Learning Technology

KeyDetect –Detection of anomalies and user based on Keystroke Dynamics

Authors: Soumyatattwa Kar, Abhishek Bamotra, Bhavya Duvvuri, Radhika Mohanan | Published: 2023-04-08
Security Analysis
Performance Evaluation
Machine Learning Technology

IoT Federated Blockchain Learning at the Edge

Authors: James Calo, Benny Lo | Published: 2023-04-06
Cloud Computing
Threats of Medical AI
Machine Learning Technology

Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids

Authors: Carmelo Ardito, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio, Fatemeh Nazary, Giovanni Servedio | Published: 2023-03-28 | Updated: 2024-01-30
Automation of Cybersecurity
Adversarial Example
Machine Learning Technology

How many dimensions are required to find an adversarial example?

Authors: Charles Godfrey, Henry Kvinge, Elise Bishoff, Myles Mckay, Davis Brown, Tim Doster, Eleanor Byler | Published: 2023-03-24 | Updated: 2023-04-11
Convergence Property
Adversarial Example
Machine Learning Technology

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Authors: Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer | Published: 2023-03-23 | Updated: 2023-10-18
DNN IP Protection Method
Prompt Injection
Machine Learning Technology

A survey on hardware-based malware detection approaches

Authors: Cristiano Pegoraro Chenet, Alessandro Savino, Stefano Di Carlo | Published: 2023-03-22 | Updated: 2024-04-18
Challenges of HPC
Cybersecurity
Machine Learning Technology