Porres, Ivan

1. Early Detection of Network Attacks Using Deep Learning
   2022/01/27 by Ahmad, Tanwir, Truscan, Dragos, Vain, Juri +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
2. On the Verification and Validation of AI Navigation Algorithms
   2021/01/15 by Porres, Ivan, Azimi, Sepinoud, Lafond, Sébastien +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
3. Online GANs for Automatic Performance Testing
   2021/04/21 by Porres, Ivan, Rexha, Hergys, Lafond, Sébastien · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF) #Software Engineering (cs.SE)
4. Wasserstein Generative Adversarial Networks for Online Test Generation for Cyber Physical Systems
   2022/05/23 by Jarkko Peltomäki, Peltomäki, Jarkko, Frankie Spencer +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
5. Requirement falsification for cyber-physical systems using generative models
   2023/10/31 by Jarkko Peltomäki, Iván Porres, Peltomäki, Jarkko +1 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques