AI-Cybersec@SGAI

Publications

volume 3125, 2022

Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), Cambridge, United Kingdom, December 14th, 2021. AI-Cybersec@SGAI 3125 (2022)

2021

K. T. Yasas Mahima, Mohamed Ayoob, Guhanathan Poravi
An Assessment of Robustness for Adversarial Attacks and Physical Distortions on Image Classification using Explainable AI. AI-Cybersec@SGAI (2021)
Alexander Michael Staff, Jin Zhang, Jingyue Li, Jing Xie, Elizabeth Ann Traiger, Jon Arne Glomsrud, Kristian Bertheussen Karolius
An Empirical Study on Cross-Data Transferability of Adversarial Attacks on Object Detectors. AI-Cybersec@SGAI (2021)
Hesamaldin Jadidbonab, Andrew Tomlinson, Hoang Nga Nguyen, Trang Doan, Siraj Ahmed Shaikh
A Real-Time In-Vehicle Network Testbed for Machine Learning-Based IDS Training and Validation. AI-Cybersec@SGAI (2021)
Arshardh Ifthikar, Nipun Thennakoon, Sanjeewa Malalgoda, Harsha Moraliyage, Thamindu Jayawickrama, Tiroshan Madushanka, Saman Hettiarachchi
A Novel Anomaly Detection Approach to Secure APIs from Cyberattacks. AI-Cybersec@SGAI (2021)
Federico Cruciani, Samuel J. Moore, Bronagh Quigley, Sadiq Sani
Semi-Supervised Detection of Algorithmically Generated Domains using Neural Network-Based Autoencoders. AI-Cybersec@SGAI (2021)
Anjana Wijekoon, Nirmalie Wiratunga
Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. AI-Cybersec@SGAI (2021)
Idris Zakariyya, Harsha K. Kaluterage, M. Omar Al-Kadri
Memory Efficient Federated Deep Learning for Intrusion Detection in IoT Networks. AI-Cybersec@SGAI (2021)
Fahad T. AlGorain, John A. Clark
Bayesian Hyper-Parameter Optimization for Malware Detection. AI-Cybersec@SGAI (2021)
Trevor Martin
On the Need for Collaborative Intelligence in Cybersecurity. AI-Cybersec@SGAI (2021)