42 citations · 42 across the 5 of their papers we have counts for
5 papers
DUPIN: Attack Learning Is Still Needed! Demonstrating Few-Shot after Unsupervised Pretraining Is A Nimble Forensics Learner
Chanwoo Bae, Hailun Ding, Shiqing Ma +1
We propose a novel approach to learning-based attack forensics called DUPIN. DUPIN performs unsupervised pre-training on an enormous amount of audit events in the form of provenanc…
SpecOps: A Fully Automated AI Agent Testing Framework in Real-World GUI Environments
Syed Yusuf Ahmed, Shiwei Feng, Chanwoo Bae +1
Autonomous AI agents powered by large language models (LLMs) are increasingly deployed in real-world applications, where reliable and robust behavior is critical. However, existing…
Threat Behavior Textual Search by Attention Graph Isomorphism
Chanwoo Bae, Guanhong Tao, Zhuo Zhang +1
Cyber attacks cause over $1 trillion loss every year. An important task for cyber security analysts is attack forensics. It entails understanding malware behaviors and attack orig…
Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)
Yimeng Fan, Pedram Agand, Mo Chen +3
The maritime industry's continuous commitment to sustainability has led to a dedicated exploration of methods to reduce vessel fuel consumption. This paper undertakes this challeng…
Fuel Consumption Prediction for a Passenger Ferry using Machine Learning and In-service Data: A Comparative Study
Pedram Agand, Allison Kennedy, Trevor Harris +3
As the importance of eco-friendly transportation increases, providing an efficient approach for marine vessel operation is essential. Methods for status monitoring with considerati…