Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices — A Roadmap
Authors: Pascal Schöttle, Matthias Janetschek, Florian Merkle, Martin Nocker, Christoph Egger | Published: 2025-04-09 | Updated: 2025-04-10
Security Testing
FuCE: Fuzzing+Concolic Execution guided Trojan Detection in Synthesizable Hardware Designs
Authors: Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha, Susmita Sur-Kolay | Published: 2021-11-01
Adversarial Machine Learning — Industry Perspectives
Authors: Ram Shankar Siva Kumar, Magnus Nyström, John Lambert, Andrew Marshall, Mario Goertzel, Andi Comissoneru, Matt Swann, Sharon Xia | Published: 2020-02-04 | Updated: 2021-03-19
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks
Authors: Dongdong She, Yizheng Chen, Abhishek Shah, Baishakhi Ray, Suman Jana | Published: 2019-07-08 | Updated: 2019-09-03
Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks
Authors: He Fang, Xianbin Wang, Stefano Tomasin | Published: 2019-06-30 | Updated: 2019-07-28
A Review of Machine Learning Applications in Fuzzing
Authors: Gary J Saavedra, Kathryn N Rodhouse, Daniel M Dunlavy, Philip W Kegelmeyer | Published: 2019-06-13 | Updated: 2019-10-09
A cryptographic approach to black box adversarial machine learning
Authors: Kevin Shi, Daniel Hsu, Allison Bishop | Published: 2019-06-07 | Updated: 2020-02-21