Tech Talk Series (Webinar)

Pre-training on Unlabelled System Logs for Malware Detection – Dmitrijs Trizna

Thank you for attending our first CeADAR Tech Talk of 2024 on January 18th at 11am. CeADAR researcher Quan Le hosted Microsoft’s Dmitrijs Trizna to discuss GPT-like Pre-Training on Unlabelled System Logs for Malware Detection. Self-supervised GPT-like models pre-trained on unlabelled system logs significantly enhance malware detection, demonstrating the adaptability of these techniques for cybersecurity in data-scarce environments. This approach highlights the potential of language modelling methods in areas beyond traditional natural language processing.

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