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ORCIDAI-Cybersec@SGAI 2021: Cambridge, UK
- Sadiq Sani, Harsha K. Kalutarage:
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. CEUR Workshop Proceedings 3125, CEUR-WS.org 2022
Technical Papers
- Anjana Wijekoon, Nirmalie Wiratunga:
Reasoning with Counterfactual Explanations for Code Vulnerability Detection and Correction. 1-13 - K. T. Yasas Mahima, Mohamed Ayoob, Guhanathan Poravi:
An Assessment of Robustness for Adversarial Attacks and Physical Distortions on Image Classification using Explainable AI. 14-28 - Federico Cruciani, Samuel J. Moore, Bronagh Quigley, Sadiq Sani:
Semi-Supervised Detection of Algorithmically Generated Domains using Neural Network-Based Autoencoders. 29-37 - 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. 38-52 - 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. 53-68 - Fahad T. AlGorain, John A. Clark:
Bayesian Hyper-Parameter Optimization for Malware Detection. 69-84 - Idris Zakariyya, Harsha K. Kaluterage, M. Omar Al-Kadri:
Memory Efficient Federated Deep Learning for Intrusion Detection in IoT Networks. 85-99
Position Papers
- Trevor Martin:
On the Need for Collaborative Intelligence in Cybersecurity. 100-112 - Arshardh Ifthikar, Nipun Thennakoon, Sanjeewa Malalgoda, Harsha Moraliyage, Thamindu Jayawickrama, Tiroshan Madushanka, Saman Hettiarachchi:
A Novel Anomaly Detection Approach to Secure APIs from Cyberattacks. 113-126
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