Threats, Vulnerabilities, and Controls of Machine Learning Based Systems: A Survey and Taxonomy

Authors: Yusuke Kawamoto, Kazumasa Miyake, Koichi Konishi, Yutaka Oiwa | Published: 2023-01-18 | Updated: 2023-01-19

Using Topological Data Analysis to classify Encrypted Bits

Authors: Jayati Kaushik, Aaruni Kaushik, Upasana Parashar | Published: 2023-01-18

Command Line Interface Risk Modeling

Authors: Dr Anthony L. Faulds | Published: 2023-01-17

Utilization of Impedance Disparity Incurred from Switching Activities to Monitor and Characterize Firmware Activities

Authors: Md Sadik Awal, Christopher Thompson, Md Tauhidur Rahman | Published: 2023-01-17

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis

Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15

Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms

Authors: Nils Weissgerber, Thorsten Jenke, Elmar Padilla, Lilli Bruckschen | Published: 2023-01-12

SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning

Authors: Maxwell Standen, Junae Kim, Claudia Szabo | Published: 2023-01-11

Chatbots in a Honeypot World

Authors: Forrest McKee, David Noever | Published: 2023-01-10

Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation

Authors: Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot | Published: 2023-01-09 | Updated: 2023-04-12

Efficient Attack Detection in IoT Devices using Feature Engineering-Less Machine Learning

Authors: Arshiya Khan, Chase Cotton | Published: 2023-01-09